Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W4285525452', 'doi': 'https://doi.org/10.4103/2153-3539.326643', 'title': 'Pathology Visions 2020: Through the Prism of Innovation', 'display_name': 'Pathology Visions 2020: Through the Prism of Innovation', 'publication_year': 2021, 'publication_date': '2021-01-01', 'ids': {'openalex': 'https://openalex.org/W4285525452', 'doi': 'https://doi.org/10.4103/2153-3539.326643'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.4103/2153-3539.326643', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4210177785', 'display_name': 'Journal of Pathology Informatics', 'issn_l': '2153-3539', 'issn': ['2153-3539'], 'is_oa': True, 'is_in_doaj': True, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320990', 'host_organization_name': 'Elsevier BV', 'host_organization_lineage': ['https://openalex.org/P4310320990'], 'host_organization_lineage_names': ['Elsevier BV'], 'type': 'journal'}, 'license': 'cc-by-nc-sa', 'license_id': 'https://openalex.org/licenses/cc-by-nc-sa', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'gold', 'oa_url': 'https://doi.org/10.4103/2153-3539.326643', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5066295515', 'display_name': 'Michael Rivers', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I136199984', 'display_name': 'Harvard University', 'ror': 'https://ror.org/03vek6s52', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I136199984']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}, {'id': 'https://openalex.org/I4210100400', 'display_name': 'Northwestern University', 'ror': 'https://ror.org/00m6w7z96', 'country_code': 'PH', 'type': 'education', 'lineage': ['https://openalex.org/I4210100400']}, {'id': 'https://openalex.org/I121820613', 'display_name': 'Louisiana State University', 'ror': 'https://ror.org/05ect4e57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I121820613']}, {'id': 'https://openalex.org/I1283280774', 'display_name': "Brigham and Women's Hospital", 'ror': 'https://ror.org/04b6nzv94', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1283280774', 'https://openalex.org/I48633490']}, {'id': 'https://openalex.org/I52357470', 'display_name': 'The Ohio State University', 'ror': 'https://ror.org/00rs6vg23', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I52357470']}, {'id': 'https://openalex.org/I867280407', 'display_name': 'The University of Texas Southwestern Medical Center', 'ror': 'https://ror.org/05byvp690', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I867280407']}, {'id': 'https://openalex.org/I901861585', 'display_name': 'Vanderbilt University Medical Center', 'ror': 'https://ror.org/05dq2gs74', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210162197', 'https://openalex.org/I901861585']}, {'id': 'https://openalex.org/I36788626', 'display_name': 'California University of Pennsylvania', 'ror': 'https://ror.org/01spssf70', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I36788626']}], 'countries': ['PH', 'US'], 'is_corresponding': False, 'raw_author_name': 'Michael Rivers', 'raw_affiliation_strings': ['(ASCP) | Fellow, Vanderbilt University Medical Center •', "Brigham and Women's Hospital BEST IMAGE", 'Department of Pathology of Taipei Veterans General Hospital', 'Digital Pathology in the', 'Harvard Medical School', 'Hospital of the', 'Journal of Pathology Informatics S5', 'Louisiana State University', 'Northwestern University BEST EDUCATION -P11', 'Stony Brook University', 'The Ohio State University BEST POSTER', 'UT Southwestern Medical Center', 'University of Pennsylvania.'], 'affiliations': [{'raw_affiliation_string': 'Harvard Medical School', 'institution_ids': ['https://openalex.org/I136199984']}, {'raw_affiliation_string': 'Stony Brook University', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Northwestern University BEST EDUCATION -P11', 'institution_ids': ['https://openalex.org/I4210100400']}, {'raw_affiliation_string': 'Louisiana State University', 'institution_ids': ['https://openalex.org/I121820613']}, {'raw_affiliation_string': "Brigham and Women's Hospital BEST IMAGE", 'institution_ids': ['https://openalex.org/I1283280774']}, {'raw_affiliation_string': 'The Ohio State University BEST POSTER', 'institution_ids': ['https://openalex.org/I52357470']}, {'raw_affiliation_string': 'UT Southwestern Medical Center', 'institution_ids': ['https://openalex.org/I867280407']}, {'raw_affiliation_string': '(ASCP) | Fellow, Vanderbilt University Medical Center •', 'institution_ids': ['https://openalex.org/I901861585']}, {'raw_affiliation_string': 'Hospital of the', 'institution_ids': []}, {'raw_affiliation_string': 'University of Pennsylvania.', 'institution_ids': ['https://openalex.org/I36788626']}, {'raw_affiliation_string': 'Journal of Pathology Informatics S5', 'institution_ids': []}, {'raw_affiliation_string': 'Digital Pathology in the', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology of Taipei Veterans General Hospital', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5008665039', 'display_name': 'Jared K. Burks', 'orcid': 'https://orcid.org/0000-0002-6173-9074'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Jared Burks', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5072946826', 'display_name': 'Joel Saltz', 'orcid': 'https://orcid.org/0000-0002-3451-2165'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Joel Saltz', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5030753630', 'display_name': 'Asmaa Aljuhani', 'orcid': 'https://orcid.org/0000-0002-3411-6904'}, 'institutions': [{'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}, {'id': 'https://openalex.org/I4210100400', 'display_name': 'Northwestern University', 'ror': 'https://ror.org/00m6w7z96', 'country_code': 'PH', 'type': 'education', 'lineage': ['https://openalex.org/I4210100400']}, {'id': 'https://openalex.org/I121820613', 'display_name': 'Louisiana State University', 'ror': 'https://ror.org/05ect4e57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I121820613']}, {'id': 'https://openalex.org/I1283280774', 'display_name': "Brigham and Women's Hospital", 'ror': 'https://ror.org/04b6nzv94', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1283280774', 'https://openalex.org/I48633490']}, {'id': 'https://openalex.org/I52357470', 'display_name': 'The Ohio State University', 'ror': 'https://ror.org/00rs6vg23', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I52357470']}, {'id': 'https://openalex.org/I136199984', 'display_name': 'Harvard University', 'ror': 'https://ror.org/03vek6s52', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I136199984']}, {'id': 'https://openalex.org/I867280407', 'display_name': 'The University of Texas Southwestern Medical Center', 'ror': 'https://ror.org/05byvp690', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I867280407']}, {'id': 'https://openalex.org/I901861585', 'display_name': 'Vanderbilt University Medical Center', 'ror': 'https://ror.org/05dq2gs74', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210162197', 'https://openalex.org/I901861585']}, {'id': 'https://openalex.org/I36788626', 'display_name': 'California University of Pennsylvania', 'ror': 'https://ror.org/01spssf70', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I36788626']}], 'countries': ['PH', 'US'], 'is_corresponding': False, 'raw_author_name': 'Asmaa Aljuhani', 'raw_affiliation_strings': ['(ASCP) | Fellow, Vanderbilt University Medical Center •', "Brigham and Women's Hospital BEST IMAGE", 'Department of Pathology of Taipei Veterans General Hospital', 'Digital Pathology in the', 'Harvard Medical School', 'Hospital of the', 'Journal of Pathology Informatics S5', 'Louisiana State University', 'Northwestern University BEST EDUCATION -P11', 'Stony Brook University', 'The Ohio State University BEST POSTER', 'UT Southwestern Medical Center', 'University of Pennsylvania.'], 'affiliations': [{'raw_affiliation_string': 'Stony Brook University', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Northwestern University BEST EDUCATION -P11', 'institution_ids': ['https://openalex.org/I4210100400']}, {'raw_affiliation_string': 'Louisiana State University', 'institution_ids': ['https://openalex.org/I121820613']}, {'raw_affiliation_string': "Brigham and Women's Hospital BEST IMAGE", 'institution_ids': ['https://openalex.org/I1283280774']}, {'raw_affiliation_string': 'The Ohio State University BEST POSTER', 'institution_ids': ['https://openalex.org/I52357470']}, {'raw_affiliation_string': 'Harvard Medical School', 'institution_ids': ['https://openalex.org/I136199984']}, {'raw_affiliation_string': 'UT Southwestern Medical Center', 'institution_ids': ['https://openalex.org/I867280407']}, {'raw_affiliation_string': '(ASCP) | Fellow, Vanderbilt University Medical Center •', 'institution_ids': ['https://openalex.org/I901861585']}, {'raw_affiliation_string': 'Hospital of the', 'institution_ids': []}, {'raw_affiliation_string': 'University of Pennsylvania.', 'institution_ids': ['https://openalex.org/I36788626']}, {'raw_affiliation_string': 'Journal of Pathology Informatics S5', 'institution_ids': []}, {'raw_affiliation_string': 'Digital Pathology in the', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology of Taipei Veterans General Hospital', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5069393574', 'display_name': 'Andrew J. Schaumberg', 'orcid': 'https://orcid.org/0000-0001-7556-9208'}, 'institutions': [{'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}, {'id': 'https://openalex.org/I4210100400', 'display_name': 'Northwestern University', 'ror': 'https://ror.org/00m6w7z96', 'country_code': 'PH', 'type': 'education', 'lineage': ['https://openalex.org/I4210100400']}, {'id': 'https://openalex.org/I121820613', 'display_name': 'Louisiana State University', 'ror': 'https://ror.org/05ect4e57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I121820613']}, {'id': 'https://openalex.org/I1283280774', 'display_name': "Brigham and Women's Hospital", 'ror': 'https://ror.org/04b6nzv94', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1283280774', 'https://openalex.org/I48633490']}, {'id': 'https://openalex.org/I52357470', 'display_name': 'The Ohio State University', 'ror': 'https://ror.org/00rs6vg23', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I52357470']}, {'id': 'https://openalex.org/I136199984', 'display_name': 'Harvard University', 'ror': 'https://ror.org/03vek6s52', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I136199984']}, {'id': 'https://openalex.org/I867280407', 'display_name': 'The University of Texas Southwestern Medical Center', 'ror': 'https://ror.org/05byvp690', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I867280407']}, {'id': 'https://openalex.org/I901861585', 'display_name': 'Vanderbilt University Medical Center', 'ror': 'https://ror.org/05dq2gs74', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210162197', 'https://openalex.org/I901861585']}, {'id': 'https://openalex.org/I36788626', 'display_name': 'California University of Pennsylvania', 'ror': 'https://ror.org/01spssf70', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I36788626']}], 'countries': ['PH', 'US'], 'is_corresponding': False, 'raw_author_name': 'Andrew Schaumberg', 'raw_affiliation_strings': ['(ASCP) | Fellow, Vanderbilt University Medical Center •', "Brigham and Women's Hospital BEST IMAGE", 'Department of Pathology of Taipei Veterans General Hospital', 'Digital Pathology in the', 'Harvard Medical School', 'Hospital of the', 'Journal of Pathology Informatics S5', 'Louisiana State University', 'Northwestern University BEST EDUCATION -P11', 'Stony Brook University', 'The Ohio State University BEST POSTER', 'UT Southwestern Medical Center', 'University of Pennsylvania.'], 'affiliations': [{'raw_affiliation_string': 'Hospital of the', 'institution_ids': []}, {'raw_affiliation_string': 'Stony Brook University', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Northwestern University BEST EDUCATION -P11', 'institution_ids': ['https://openalex.org/I4210100400']}, {'raw_affiliation_string': 'Louisiana State University', 'institution_ids': ['https://openalex.org/I121820613']}, {'raw_affiliation_string': "Brigham and Women's Hospital BEST IMAGE", 'institution_ids': ['https://openalex.org/I1283280774']}, {'raw_affiliation_string': 'The Ohio State University BEST POSTER', 'institution_ids': ['https://openalex.org/I52357470']}, {'raw_affiliation_string': 'Harvard Medical School', 'institution_ids': ['https://openalex.org/I136199984']}, {'raw_affiliation_string': 'UT Southwestern Medical Center', 'institution_ids': ['https://openalex.org/I867280407']}, {'raw_affiliation_string': '(ASCP) | Fellow, Vanderbilt University Medical Center •', 'institution_ids': ['https://openalex.org/I901861585']}, {'raw_affiliation_string': 'University of Pennsylvania.', 'institution_ids': ['https://openalex.org/I36788626']}, {'raw_affiliation_string': 'Journal of Pathology Informatics S5', 'institution_ids': []}, {'raw_affiliation_string': 'Digital Pathology in the', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology of Taipei Veterans General Hospital', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5076436127', 'display_name': 'Lin He', 'orcid': 'https://orcid.org/0000-0002-7348-5833'}, 'institutions': [{'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}, {'id': 'https://openalex.org/I4210100400', 'display_name': 'Northwestern University', 'ror': 'https://ror.org/00m6w7z96', 'country_code': 'PH', 'type': 'education', 'lineage': ['https://openalex.org/I4210100400']}, {'id': 'https://openalex.org/I121820613', 'display_name': 'Louisiana State University', 'ror': 'https://ror.org/05ect4e57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I121820613']}, {'id': 'https://openalex.org/I1283280774', 'display_name': "Brigham and Women's Hospital", 'ror': 'https://ror.org/04b6nzv94', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1283280774', 'https://openalex.org/I48633490']}, {'id': 'https://openalex.org/I52357470', 'display_name': 'The Ohio State University', 'ror': 'https://ror.org/00rs6vg23', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I52357470']}, {'id': 'https://openalex.org/I136199984', 'display_name': 'Harvard University', 'ror': 'https://ror.org/03vek6s52', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I136199984']}, {'id': 'https://openalex.org/I867280407', 'display_name': 'The University of Texas Southwestern Medical Center', 'ror': 'https://ror.org/05byvp690', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I867280407']}, {'id': 'https://openalex.org/I901861585', 'display_name': 'Vanderbilt University Medical Center', 'ror': 'https://ror.org/05dq2gs74', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210162197', 'https://openalex.org/I901861585']}, {'id': 'https://openalex.org/I36788626', 'display_name': 'California University of Pennsylvania', 'ror': 'https://ror.org/01spssf70', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I36788626']}], 'countries': ['PH', 'US'], 'is_corresponding': False, 'raw_author_name': 'Lin He', 'raw_affiliation_strings': ['(ASCP) | Fellow, Vanderbilt University Medical Center •', "Brigham and Women's Hospital BEST IMAGE", 'Department of Pathology of Taipei Veterans General Hospital', 'Digital Pathology in the', 'Harvard Medical School', 'Hospital of the', 'Journal of Pathology Informatics S5', 'Louisiana State University', 'Northwestern University BEST EDUCATION -P11', 'Stony Brook University', 'The Ohio State University BEST POSTER', 'UT Southwestern Medical Center', 'University of Pennsylvania.'], 'affiliations': [{'raw_affiliation_string': 'Stony Brook University', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Northwestern University BEST EDUCATION -P11', 'institution_ids': ['https://openalex.org/I4210100400']}, {'raw_affiliation_string': 'Louisiana State University', 'institution_ids': ['https://openalex.org/I121820613']}, {'raw_affiliation_string': "Brigham and Women's Hospital BEST IMAGE", 'institution_ids': ['https://openalex.org/I1283280774']}, {'raw_affiliation_string': 'The Ohio State University BEST POSTER', 'institution_ids': ['https://openalex.org/I52357470']}, {'raw_affiliation_string': 'Harvard Medical School', 'institution_ids': ['https://openalex.org/I136199984']}, {'raw_affiliation_string': 'UT Southwestern Medical Center', 'institution_ids': ['https://openalex.org/I867280407']}, {'raw_affiliation_string': '(ASCP) | Fellow, Vanderbilt University Medical Center •', 'institution_ids': ['https://openalex.org/I901861585']}, {'raw_affiliation_string': 'Hospital of the', 'institution_ids': []}, {'raw_affiliation_string': 'University of Pennsylvania.', 'institution_ids': ['https://openalex.org/I36788626']}, {'raw_affiliation_string': 'Journal of Pathology Informatics S5', 'institution_ids': []}, {'raw_affiliation_string': 'Digital Pathology in the', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology of Taipei Veterans General Hospital', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5059757940', 'display_name': 'Peter C. Louis', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I1283280774', 'display_name': "Brigham and Women's Hospital", 'ror': 'https://ror.org/04b6nzv94', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1283280774', 'https://openalex.org/I48633490']}, {'id': 'https://openalex.org/I136199984', 'display_name': 'Harvard University', 'ror': 'https://ror.org/03vek6s52', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I136199984']}, {'id': 'https://openalex.org/I867280407', 'display_name': 'The University of Texas Southwestern Medical Center', 'ror': 'https://ror.org/05byvp690', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I867280407']}, {'id': 'https://openalex.org/I901861585', 'display_name': 'Vanderbilt University Medical Center', 'ror': 'https://ror.org/05dq2gs74', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210162197', 'https://openalex.org/I901861585']}, {'id': 'https://openalex.org/I36788626', 'display_name': 'California University of Pennsylvania', 'ror': 'https://ror.org/01spssf70', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I36788626']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}, {'id': 'https://openalex.org/I4210100400', 'display_name': 'Northwestern University', 'ror': 'https://ror.org/00m6w7z96', 'country_code': 'PH', 'type': 'education', 'lineage': ['https://openalex.org/I4210100400']}, {'id': 'https://openalex.org/I121820613', 'display_name': 'Louisiana State University', 'ror': 'https://ror.org/05ect4e57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I121820613']}, {'id': 'https://openalex.org/I52357470', 'display_name': 'The Ohio State University', 'ror': 'https://ror.org/00rs6vg23', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I52357470']}], 'countries': ['PH', 'US'], 'is_corresponding': False, 'raw_author_name': 'Peter Louis', 'raw_affiliation_strings': ['(ASCP) | Fellow, Vanderbilt University Medical Center •', "Brigham and Women's Hospital BEST IMAGE", 'Department of Pathology of Taipei Veterans General Hospital', 'Digital Pathology in the', 'Harvard Medical School', 'Hospital of the', 'Journal of Pathology Informatics S5', 'Louisiana State University', 'Northwestern University BEST EDUCATION -P11', 'Stony Brook University', 'The Ohio State University BEST POSTER', 'UT Southwestern Medical Center', 'University of Pennsylvania.'], 'affiliations': [{'raw_affiliation_string': "Brigham and Women's Hospital BEST IMAGE", 'institution_ids': ['https://openalex.org/I1283280774']}, {'raw_affiliation_string': 'Harvard Medical School', 'institution_ids': ['https://openalex.org/I136199984']}, {'raw_affiliation_string': 'UT Southwestern Medical Center', 'institution_ids': ['https://openalex.org/I867280407']}, {'raw_affiliation_string': '(ASCP) | Fellow, Vanderbilt University Medical Center •', 'institution_ids': ['https://openalex.org/I901861585']}, {'raw_affiliation_string': 'Hospital of the', 'institution_ids': []}, {'raw_affiliation_string': 'University of Pennsylvania.', 'institution_ids': ['https://openalex.org/I36788626']}, {'raw_affiliation_string': 'Journal of Pathology Informatics S5', 'institution_ids': []}, {'raw_affiliation_string': 'Digital Pathology in the', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology of Taipei Veterans General Hospital', 'institution_ids': []}, {'raw_affiliation_string': 'Stony Brook University', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Northwestern University BEST EDUCATION -P11', 'institution_ids': ['https://openalex.org/I4210100400']}, {'raw_affiliation_string': 'Louisiana State University', 'institution_ids': ['https://openalex.org/I121820613']}, {'raw_affiliation_string': 'The Ohio State University BEST POSTER', 'institution_ids': ['https://openalex.org/I52357470']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5056144372', 'display_name': 'Yan Li Xiang', 'orcid': 'https://orcid.org/0009-0007-0607-0762'}, 'institutions': [{'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}, {'id': 'https://openalex.org/I4210100400', 'display_name': 'Northwestern University', 'ror': 'https://ror.org/00m6w7z96', 'country_code': 'PH', 'type': 'education', 'lineage': ['https://openalex.org/I4210100400']}, {'id': 'https://openalex.org/I121820613', 'display_name': 'Louisiana State University', 'ror': 'https://ror.org/05ect4e57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I121820613']}, {'id': 'https://openalex.org/I36788626', 'display_name': 'California University of Pennsylvania', 'ror': 'https://ror.org/01spssf70', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I36788626']}, {'id': 'https://openalex.org/I1283280774', 'display_name': "Brigham and Women's Hospital", 'ror': 'https://ror.org/04b6nzv94', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1283280774', 'https://openalex.org/I48633490']}, {'id': 'https://openalex.org/I52357470', 'display_name': 'The Ohio State University', 'ror': 'https://ror.org/00rs6vg23', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I52357470']}, {'id': 'https://openalex.org/I136199984', 'display_name': 'Harvard University', 'ror': 'https://ror.org/03vek6s52', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I136199984']}, {'id': 'https://openalex.org/I867280407', 'display_name': 'The University of Texas Southwestern Medical Center', 'ror': 'https://ror.org/05byvp690', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I867280407']}, {'id': 'https://openalex.org/I901861585', 'display_name': 'Vanderbilt University Medical Center', 'ror': 'https://ror.org/05dq2gs74', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210162197', 'https://openalex.org/I901861585']}], 'countries': ['PH', 'US'], 'is_corresponding': False, 'raw_author_name': 'Yan Xiang', 'raw_affiliation_strings': ['(ASCP) | Fellow, Vanderbilt University Medical Center •', "Brigham and Women's Hospital BEST IMAGE", 'Department of Pathology of Taipei Veterans General Hospital', 'Digital Pathology in the', 'Harvard Medical School', 'Hospital of the', 'Journal of Pathology Informatics S5', 'Louisiana State University', 'Northwestern University BEST EDUCATION -P11', 'Stony Brook University', 'The Ohio State University BEST POSTER', 'UT Southwestern Medical Center', 'University of Pennsylvania.'], 'affiliations': [{'raw_affiliation_string': 'Stony Brook University', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Northwestern University BEST EDUCATION -P11', 'institution_ids': ['https://openalex.org/I4210100400']}, {'raw_affiliation_string': 'Louisiana State University', 'institution_ids': ['https://openalex.org/I121820613']}, {'raw_affiliation_string': 'Hospital of the', 'institution_ids': []}, {'raw_affiliation_string': 'University of Pennsylvania.', 'institution_ids': ['https://openalex.org/I36788626']}, {'raw_affiliation_string': 'Journal of Pathology Informatics S5', 'institution_ids': []}, {'raw_affiliation_string': 'Digital Pathology in the', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology of Taipei Veterans General Hospital', 'institution_ids': []}, {'raw_affiliation_string': "Brigham and Women's Hospital BEST IMAGE", 'institution_ids': ['https://openalex.org/I1283280774']}, {'raw_affiliation_string': 'The Ohio State University BEST POSTER', 'institution_ids': ['https://openalex.org/I52357470']}, {'raw_affiliation_string': 'Harvard Medical School', 'institution_ids': ['https://openalex.org/I136199984']}, {'raw_affiliation_string': 'UT Southwestern Medical Center', 'institution_ids': ['https://openalex.org/I867280407']}, {'raw_affiliation_string': '(ASCP) | Fellow, Vanderbilt University Medical Center •', 'institution_ids': ['https://openalex.org/I901861585']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5088487290', 'display_name': 'Jacob Abel', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Jacob Abel', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5008787717', 'display_name': 'D.A. McClintock', 'orcid': 'https://orcid.org/0000-0002-9292-8951'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'David Mcclintock', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5062357700', 'display_name': 'Joachim Schmid', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Joachim Schmid', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5037385192', 'display_name': 'Esther Abels', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Esther Abels', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5067317237', 'display_name': 'Stephanie J. Blocker', 'orcid': 'https://orcid.org/0000-0002-6665-7844'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Stephanie Blocker', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5085440147', 'display_name': 'James A. Cook', 'orcid': 'https://orcid.org/0000-0002-1948-4039'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'James Cook', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5061908198', 'display_name': 'Yvonne M. Mowery', 'orcid': 'https://orcid.org/0000-0002-9839-2414'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Yvonne Mowery', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5049021093', 'display_name': 'Jeffrey I. Everitt', 'orcid': 'https://orcid.org/0000-0003-0273-6284'}, 'institutions': [{'id': 'https://openalex.org/I2800154431', 'display_name': 'Keck Hospital of USC', 'ror': 'https://ror.org/01rq8ck58', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2800154431']}, {'id': 'https://openalex.org/I4210153043', 'display_name': 'Duke University Hospital', 'ror': 'https://ror.org/04bct7p84', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876', 'https://openalex.org/I4210153043']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I149251103', 'display_name': 'Thomas Jefferson University', 'ror': 'https://ror.org/00ysqcn41', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I149251103']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Jeffrey Everitt', 'raw_affiliation_strings': ['Department of Digital Pathology, Inspirata, Inc., Tampa, FL, USA.', 'Department of Pathology and Laboratory Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA,', 'Department of Pathology, Duke University Medical Center, Durham, North Carolina, USA.', 'Department of Pathology, Kimmel School of Medicine, Jefferson University, Philadelphia, PA, USA.'], 'affiliations': [{'raw_affiliation_string': 'Department of Digital Pathology, Inspirata, Inc., Tampa, FL, USA.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I2800154431']}, {'raw_affiliation_string': 'Department of Pathology, Duke University Medical Center, Durham, North Carolina, USA.', 'institution_ids': ['https://openalex.org/I4210153043', 'https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Kimmel School of Medicine, Jefferson University, Philadelphia, PA, USA.', 'institution_ids': ['https://openalex.org/I149251103']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5074663646', 'display_name': 'Yi Qi', 'orcid': 'https://orcid.org/0000-0002-5365-5583'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Yi Qi', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5023037990', 'display_name': 'Kathryn J. Hornburg', 'orcid': 'https://orcid.org/0000-0003-3851-8297'}, 'institutions': [{'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Kathryn Hornburg', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5024704570', 'display_name': 'Gary P. Cofer', 'orcid': 'https://orcid.org/0000-0002-8086-9317'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Gary Cofer', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5010397600', 'display_name': 'Fernando A. Zapata', 'orcid': 'https://orcid.org/0000-0001-8989-4458'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Fernando Zapata', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5029231173', 'display_name': 'Alex M. Bassil', 'orcid': 'https://orcid.org/0000-0001-9066-879X'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Alex Bassil', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5012481366', 'display_name': 'Cristian T. Badea', 'orcid': 'https://orcid.org/0000-0002-1850-2522'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Cristian Badea', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5070216920', 'display_name': 'David G. Kirsch', 'orcid': 'https://orcid.org/0000-0002-2086-205X'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'David Kirsch', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5087959553', 'display_name': 'G. Allan Johnson', 'orcid': 'https://orcid.org/0000-0002-7606-5447'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'G Johnson', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5068185287', 'display_name': 'Wei‐Chung Cheng', 'orcid': 'https://orcid.org/0000-0002-1229-4857'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Wei-Chung Cheng', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5027265162', 'display_name': 'Samuel M. Lam', 'orcid': 'https://orcid.org/0000-0002-0876-0915'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Samuel Lam', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5024549474', 'display_name': 'Jocelyn Liu', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Jocelyn Liu', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5085240755', 'display_name': 'Paul Lemaillet', 'orcid': 'https://orcid.org/0000-0002-7242-6460'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Paul Lemaillet', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5027994912', 'display_name': 'Stanley Cohen', 'orcid': 'https://orcid.org/0000-0003-3846-6028'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I4210153043', 'display_name': 'Duke University Hospital', 'ror': 'https://ror.org/04bct7p84', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876', 'https://openalex.org/I4210153043']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I2800154431', 'display_name': 'Keck Hospital of USC', 'ror': 'https://ror.org/01rq8ck58', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2800154431']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}, {'id': 'https://openalex.org/I149251103', 'display_name': 'Thomas Jefferson University', 'ror': 'https://ror.org/00ysqcn41', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I149251103']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Stanley Cohen', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Digital Pathology, Inspirata, Inc., Tampa, FL, USA.', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, Duke University Medical Center, Durham, North Carolina, USA.', 'Department of Pathology, Kimmel School of Medicine, Jefferson University, Philadelphia, PA, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Duke University Medical Center, Durham, North Carolina, USA.', 'institution_ids': ['https://openalex.org/I4210153043']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Digital Pathology, Inspirata, Inc., Tampa, FL, USA.', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I2800154431']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Department of Pathology, Kimmel School of Medicine, Jefferson University, Philadelphia, PA, USA.', 'institution_ids': ['https://openalex.org/I149251103']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5069155531', 'display_name': 'George Lee', 'orcid': 'https://orcid.org/0000-0002-8705-9210'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'George Lee', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5059183616', 'display_name': 'Daniel N. Cohen', 'orcid': 'https://orcid.org/0000-0003-2561-2495'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Daniel Cohen', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5029619006', 'display_name': 'John Wojcik', 'orcid': 'https://orcid.org/0000-0001-5403-3631'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'John Wojcik', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5026884851', 'display_name': 'Benjamin Chen', 'orcid': 'https://orcid.org/0000-0002-5404-1997'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Benjamin Chen', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5091644433', 'display_name': 'Jimena Trillo-Tinoco', 'orcid': 'https://orcid.org/0000-0002-1240-9650'}, 'institutions': [{'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Jimena Trillo-Tinoco', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5083277645', 'display_name': 'Scott Ely', 'orcid': 'https://orcid.org/0000-0001-6382-6772'}, 'institutions': [{'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Scott Ely', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5014467557', 'display_name': 'Akshita Gupta', 'orcid': 'https://orcid.org/0000-0002-0801-789X'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Akshita Gupta', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5056095902', 'display_name': 'John T. Loffredo', 'orcid': 'https://orcid.org/0000-0001-9385-0837'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'John Loffredo', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5053424952', 'display_name': 'Kezi Unsal-Kacmaz', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Kezi Unsal-Kacmaz', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5010623054', 'display_name': 'Shaun O’Brien', 'orcid': 'https://orcid.org/0000-0001-5039-7470'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': "Shaun O'brien", 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5076735661', 'display_name': 'Mustimbo Roberts', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Mustimbo Roberts', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5091176592', 'display_name': 'Megan Wind‐Rotolo', 'orcid': 'https://orcid.org/0000-0001-8063-9928'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Megan Wind-Rotolo', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5074629137', 'display_name': 'Robin Edwards', 'orcid': 'https://orcid.org/0000-0002-7423-3638'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Robin Edwards', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5008634169', 'display_name': 'Vipul Baxi', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Vipul Baxi', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5017873396', 'display_name': 'Wen‐Yih Liang', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Wen-Yih Liang', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5008580586', 'display_name': 'George Cernile', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'George Cernile', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5024960956', 'display_name': 'Taralyn Schwering', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Taralyn Schwering', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5039975461', 'display_name': 'Yulia Borecki', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Yulia Borecki', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5022244650', 'display_name': 'Shana Kazemlou', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Shana Kazemlou', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5004492459', 'display_name': 'Trevor Heritage', 'orcid': 'https://orcid.org/0009-0007-8516-925X'}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Trevor Heritage', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5104582000', 'display_name': 'Mark Lloyd', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I149251103', 'display_name': 'Thomas Jefferson University', 'ror': 'https://ror.org/00ysqcn41', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I149251103']}, {'id': 'https://openalex.org/I2800154431', 'display_name': 'Keck Hospital of USC', 'ror': 'https://ror.org/01rq8ck58', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2800154431']}, {'id': 'https://openalex.org/I4210153043', 'display_name': 'Duke University Hospital', 'ror': 'https://ror.org/04bct7p84', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876', 'https://openalex.org/I4210153043']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Mark Lloyd', 'raw_affiliation_strings': ['Department of Digital Pathology, Inspirata, Inc., Tampa, FL, USA.', 'Department of Pathology and Laboratory Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA,', 'Department of Pathology, Duke University Medical Center, Durham, North Carolina, USA.', 'Department of Pathology, Kimmel School of Medicine, Jefferson University, Philadelphia, PA, USA.'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, Kimmel School of Medicine, Jefferson University, Philadelphia, PA, USA.', 'institution_ids': ['https://openalex.org/I149251103']}, {'raw_affiliation_string': 'Department of Digital Pathology, Inspirata, Inc., Tampa, FL, USA.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I2800154431']}, {'raw_affiliation_string': 'Department of Pathology, Duke University Medical Center, Durham, North Carolina, USA.', 'institution_ids': ['https://openalex.org/I4210153043', 'https://openalex.org/I4210126298']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5028342220', 'display_name': 'Liron Pantanowitz', 'orcid': 'https://orcid.org/0000-0001-8182-5503'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Liron Pantanowitz', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5020817452', 'display_name': 'George J. Siegel', 'orcid': 'https://orcid.org/0000-0002-8557-8703'}, 'institutions': [{'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Gabriel Siegel', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5058629781', 'display_name': 'Yair Rivenson', 'orcid': 'https://orcid.org/0000-0003-1132-0715'}, 'institutions': [{'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Yair Rivenson', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1320320070', 'https://openalex.org/I39565521', 'https://openalex.org/I1335686170']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5046186471', 'display_name': 'Wendy Dean', 'orcid': 'https://orcid.org/0000-0001-9441-5044'}, 'institutions': [{'id': 'https://openalex.org/I4210153043', 'display_name': 'Duke University Hospital', 'ror': 'https://ror.org/04bct7p84', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876', 'https://openalex.org/I4210153043']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I149251103', 'display_name': 'Thomas Jefferson University', 'ror': 'https://ror.org/00ysqcn41', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I149251103']}, {'id': 'https://openalex.org/I2800154431', 'display_name': 'Keck Hospital of USC', 'ror': 'https://ror.org/01rq8ck58', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2800154431']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'W Dean', 'raw_affiliation_strings': ['Department of Digital Pathology, Inspirata, Inc., Tampa, FL, USA.', 'Department of Pathology and Laboratory Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA,', 'Department of Pathology, Duke University Medical Center, Durham, North Carolina, USA.', 'Department of Pathology, Kimmel School of Medicine, Jefferson University, Philadelphia, PA, USA.'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, Duke University Medical Center, Durham, North Carolina, USA.', 'institution_ids': ['https://openalex.org/I4210153043', 'https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Kimmel School of Medicine, Jefferson University, Philadelphia, PA, USA.', 'institution_ids': ['https://openalex.org/I149251103']}, {'raw_affiliation_string': 'Department of Digital Pathology, Inspirata, Inc., Tampa, FL, USA.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I2800154431']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5016207990', 'display_name': 'Aydogan Özcan', 'orcid': 'https://orcid.org/0000-0002-0717-683X'}, 'institutions': [{'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I142207940', 'display_name': 'California NanoSystems Institute', 'ror': 'https://ror.org/00q7fqf35', 'country_code': 'US', 'type': 'facility', 'lineage': ['https://openalex.org/I142207940', 'https://openalex.org/I154570441', 'https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Aydogan Ozcan', 'raw_affiliation_strings': ['Bioengineering Department, University of California, Los Angeles, CA, USA,', 'California NanoSystems Institute, University of California, Los Angeles, CA, USA,', 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Bioengineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'California NanoSystems Institute, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I142207940']}, {'raw_affiliation_string': 'Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5037383891', 'display_name': 'Tahsin Kurç', 'orcid': 'https://orcid.org/0000-0001-9237-4306'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Tahsin Kurc', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5003241274', 'display_name': 'Dimitris Samaras', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I148366613', 'display_name': 'National Yang Ming Chiao Tung University', 'ror': 'https://ror.org/00se2k293', 'country_code': 'TW', 'type': 'education', 'lineage': ['https://openalex.org/I148366613']}, {'id': 'https://openalex.org/I59553526', 'display_name': 'Stony Brook University', 'ror': 'https://ror.org/05qghxh33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I59553526']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Dimitris Samaras', 'raw_affiliation_strings': ['Augmentiqs, Teradion, Israel.', 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'Visiopharm, Hoersholm, Denmark.'], 'affiliations': [{'raw_affiliation_string': 'Augmentiqs, Teradion, Israel.', 'institution_ids': []}, {'raw_affiliation_string': 'Visiopharm, Hoersholm, Denmark.', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Pathology, Perelman School of Abstracts http://www.jpathinformatics.org Journal of Pathology Informatics S6 Medicine, University of Pennsylvania, Philadelphia, PA, USA,', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Department of Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA.', 'institution_ids': ['https://openalex.org/I4210091812']}, {'raw_affiliation_string': 'Department of Pathology, Yang Ming University, Taipei, Taiwan.', 'institution_ids': ['https://openalex.org/I148366613']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata, Inc., Tampa, FL, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Pictor Labs, Inc., Los Angeles, CA, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.', 'institution_ids': ['https://openalex.org/I59553526']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5000612495', 'display_name': 'John Van Arnam', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'John Van Arnam', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5062591338', 'display_name': 'Rajarsi Gupta', 'orcid': 'https://orcid.org/0000-0002-1577-8718'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Rajarsi Gupta', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5000774079', 'display_name': 'Abtin Riasatian', 'orcid': 'https://orcid.org/0000-0002-8741-0154'}, 'institutions': [{'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Abtin Riasatian', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5028824188', 'display_name': 'Morteza Babaie', 'orcid': 'https://orcid.org/0000-0002-6916-5941'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Morteza Babaie', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5000191626', 'display_name': 'Danial Maleki', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Danial Maleki', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5041584243', 'display_name': 'Shivam Kalra', 'orcid': 'https://orcid.org/0000-0002-8415-8627'}, 'institutions': [{'id': 'https://openalex.org/I27837315', 'display_name': 'University of Michigan–Ann Arbor', 'ror': 'https://ror.org/00jmfr291', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I27837315']}, {'id': 'https://openalex.org/I129302853', 'display_name': 'Roche (United States)', 'ror': 'https://ror.org/011qkaj49', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I118019719', 'https://openalex.org/I129302853']}, {'id': 'https://openalex.org/I4210126298', 'display_name': 'Duke Medical Center', 'ror': 'https://ror.org/03njmea73', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210126298', 'https://openalex.org/I4210144876']}, {'id': 'https://openalex.org/I1343551460', 'display_name': 'The University of Texas MD Anderson Cancer Center', 'ror': 'https://ror.org/04twxam07', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1343551460']}, {'id': 'https://openalex.org/I1335686170', 'display_name': 'Center for Devices and Radiological Health', 'ror': 'https://ror.org/007x9se63', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070', 'https://openalex.org/I1335686170']}, {'id': 'https://openalex.org/I1320320070', 'display_name': 'United States Food and Drug Administration', 'ror': 'https://ror.org/034xvzb47', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1299022934', 'https://openalex.org/I1320320070']}, {'id': 'https://openalex.org/I39565521', 'display_name': 'Office of Science', 'ror': 'https://ror.org/00mmn6b08', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1330989302', 'https://openalex.org/I39565521']}, {'id': 'https://openalex.org/I102322142', 'display_name': 'Rutgers, The State University of New Jersey', 'ror': 'https://ror.org/05vt9qd57', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I102322142']}, {'id': 'https://openalex.org/I4210091812', 'display_name': 'Bristol-Myers Squibb (United States)', 'ror': 'https://ror.org/00gtmwv55', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210091812']}, {'id': 'https://openalex.org/I4210159872', 'display_name': 'Predictive Science (United States)', 'ror': 'https://ror.org/05canvq15', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I4210159872']}, {'id': 'https://openalex.org/I2803004286', 'display_name': 'Taipei Veterans General Hospital', 'ror': 'https://ror.org/03ymy8z76', 'country_code': 'TW', 'type': 'healthcare', 'lineage': ['https://openalex.org/I2803004286']}, {'id': 'https://openalex.org/I161318765', 'display_name': 'University of California, Los Angeles', 'ror': 'https://ror.org/046rm7j60', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I161318765']}, {'id': 'https://openalex.org/I4210102711', 'display_name': 'Stony Brook Medicine', 'ror': 'https://ror.org/01882y777', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210102711']}], 'countries': ['TW', 'US'], 'is_corresponding': False, 'raw_author_name': 'Shivam Kalra', 'raw_affiliation_strings': ['Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,'], 'affiliations': [{'raw_affiliation_string': 'Department of Pathology, University of Michigan, Ann Arbor, MI, USA.', 'institution_ids': ['https://openalex.org/I27837315']}, {'raw_affiliation_string': 'Digital Pathology R&D, Roche Tissue Diagnostics, Santa Clara, CA, USA,', 'institution_ids': ['https://openalex.org/I129302853']}, {'raw_affiliation_string': 'Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA,', 'institution_ids': ['https://openalex.org/I4210126298']}, {'raw_affiliation_string': 'Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.', 'institution_ids': ['https://openalex.org/I1343551460']}, {'raw_affiliation_string': 'Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.', 'institution_ids': ['https://openalex.org/I1335686170', 'https://openalex.org/I1320320070', 'https://openalex.org/I39565521']}, {'raw_affiliation_string': 'Department of Pathology and Center for Computational Pathology (Emeritus), Rutgers, Newark, NJ, USA,', 'institution_ids': ['https://openalex.org/I102322142']}, {'raw_affiliation_string': 'Department of Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, NJ, USA,', 'institution_ids': ['https://openalex.org/I4210091812', 'https://openalex.org/I4210159872']}, {'raw_affiliation_string': 'Department of Pathology and Laboratory Medicine, Taipei Veterans General Journal of Pathology Informatics S7 Hospital, Taipei, Taiwan,', 'institution_ids': ['https://openalex.org/I2803004286']}, {'raw_affiliation_string': 'Department of Clinical Informatics, Inspirata Canada, Inc., Toronto, Ontario, Canada,', 'institution_ids': []}, {'raw_affiliation_string': 'Department of Anatomical Pathology, University of Michigan, Ann Arbor, MI, USA,', 'institution_ids': []}, {'raw_affiliation_string': 'Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA,', 'institution_ids': ['https://openalex.org/I161318765']}, {'raw_affiliation_string': 'Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY, USA,', 'institution_ids': ['https://openalex.org/I4210102711']}]}], 'institution_assertions': [], 'countries_distinct_count': 3, 'institutions_distinct_count': 28, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': {'value': 1400, 'currency': 'USD', 'value_usd': 1400, 'provenance': 'doaj'}, 'apc_paid': {'value': 1400, 'currency': 'USD', 'value_usd': 1400, 'provenance': 'doaj'}, 'fwci': 0.0, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 0, 'citation_normalized_percentile': {'value': 0.0, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 0, 'max': 58}, 'biblio': {'volume': '12', 'issue': '1', 'first_page': '37', 'last_page': '37'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10552', 'display_name': 'Global Trends in Colorectal Cancer Research', 'score': 0.4613, 'subfield': {'id': 'https://openalex.org/subfields/2730', 'display_name': 'Oncology'}, 'field': {'id': 'https://openalex.org/fields/27', 'display_name': 'Medicine'}, 'domain': {'id': 'https://openalex.org/domains/4', 'display_name': 'Health Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10552', 'display_name': 'Global Trends in Colorectal Cancer Research', 'score': 0.4613, 'subfield': {'id': 'https://openalex.org/subfields/2730', 'display_name': 'Oncology'}, 'field': {'id': 'https://openalex.org/fields/27', 'display_name': 'Medicine'}, 'domain': {'id': 'https://openalex.org/domains/4', 'display_name': 'Health Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/vision', 'display_name': 'Vision', 'score': 0.69656837}, {'id': 'https://openalex.org/keywords/prism', 'display_name': 'Prism', 'score': 0.62797123}, {'id': 'https://openalex.org/keywords/digital-pathology', 'display_name': 'Digital pathology', 'score': 0.48040035}, {'id': 'https://openalex.org/keywords/screening', 'display_name': 'Screening', 'score': 0.426106}], 'concepts': [{'id': 'https://openalex.org/C133979268', 'wikidata': 'https://www.wikidata.org/wiki/Q1682108', 'display_name': 'Vision', 'level': 2, 'score': 0.69656837}, {'id': 'https://openalex.org/C67666897', 'wikidata': 'https://www.wikidata.org/wiki/Q165896', 'display_name': 'Prism', 'level': 2, 'score': 0.62797123}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.55225676}, {'id': 'https://openalex.org/C2777522853', 'wikidata': 'https://www.wikidata.org/wiki/Q5276128', 'display_name': 'Digital pathology', 'level': 2, 'score': 0.48040035}, {'id': 'https://openalex.org/C2522767166', 'wikidata': 'https://www.wikidata.org/wiki/Q2374463', 'display_name': 'Data science', 'level': 1, 'score': 0.46252972}, {'id': 'https://openalex.org/C23123220', 'wikidata': 'https://www.wikidata.org/wiki/Q816826', 'display_name': 'Information retrieval', 'level': 1, 'score': 0.34035286}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.107764006}, {'id': 'https://openalex.org/C144024400', 'wikidata': 'https://www.wikidata.org/wiki/Q21201', 'display_name': 'Sociology', 'level': 0, 'score': 0.08379379}, {'id': 'https://openalex.org/C120665830', 'wikidata': 'https://www.wikidata.org/wiki/Q14620', 'display_name': 'Optics', 'level': 1, 'score': 0.066746116}, {'id': 'https://openalex.org/C19165224', 'wikidata': 'https://www.wikidata.org/wiki/Q23404', 'display_name': 'Anthropology', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C121332964', 'wikidata': 'https://www.wikidata.org/wiki/Q413', 'display_name': 'Physics', 'level': 0, 'score': 0.0}], 'mesh': [], 'locations_count': 3, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.4103/2153-3539.326643', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4210177785', 'display_name': 'Journal of Pathology Informatics', 'issn_l': '2153-3539', 'issn': ['2153-3539'], 'is_oa': True, 'is_in_doaj': True, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320990', 'host_organization_name': 'Elsevier BV', 'host_organization_lineage': ['https://openalex.org/P4310320990'], 'host_organization_lineage_names': ['Elsevier BV'], 'type': 'journal'}, 'license': 'cc-by-nc-sa', 'license_id': 'https://openalex.org/licenses/cc-by-nc-sa', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': True, 'landing_page_url': 'https://europepmc.org/articles/pmc8546358', 'pdf_url': 'https://europepmc.org/articles/pmc8546358?pdf=render', 'source': {'id': 'https://openalex.org/S4306400806', 'display_name': 'Europe PMC (PubMed Central)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I1303153112', 'host_organization_name': 'European Bioinformatics Institute', 'host_organization_lineage': ['https://openalex.org/I1303153112'], 'host_organization_lineage_names': ['European Bioinformatics Institute'], 'type': 'repository'}, 'license': 'cc-by-nc-sa', 'license_id': 'https://openalex.org/licenses/cc-by-nc-sa', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': True, 'landing_page_url': 'https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8546358', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S2764455111', 'display_name': 'PubMed Central', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I1299303238', 'host_organization_name': 'National Institutes of Health', 'host_organization_lineage': ['https://openalex.org/I1299303238'], 'host_organization_lineage_names': ['National Institutes of Health'], 'type': 'repository'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.4103/2153-3539.326643', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4210177785', 'display_name': 'Journal of Pathology Informatics', 'issn_l': '2153-3539', 'issn': ['2153-3539'], 'is_oa': True, 'is_in_doaj': True, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320990', 'host_organization_name': 'Elsevier BV', 'host_organization_lineage': ['https://openalex.org/P4310320990'], 'host_organization_lineage_names': ['Elsevier BV'], 'type': 'journal'}, 'license': 'cc-by-nc-sa', 'license_id': 'https://openalex.org/licenses/cc-by-nc-sa', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [{'id': 'https://metadata.un.org/sdg/9', 'score': 0.6, 'display_name': 'Industry, innovation and infrastructure'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 6, 'referenced_works': ['https://openalex.org/W1901129140', 'https://openalex.org/W2194775991', 'https://openalex.org/W2557889580', 'https://openalex.org/W3018295606', 'https://openalex.org/W3029272675', 'https://openalex.org/W3048100079'], 'related_works': ['https://openalex.org/W2384888906', 'https://openalex.org/W2376314740', 'https://openalex.org/W2366644548', 'https://openalex.org/W2357241418', 'https://openalex.org/W2153015554', 'https://openalex.org/W2146184373', 'https://openalex.org/W2119214692', 'https://openalex.org/W2119135658', 'https://openalex.org/W2115485936', 'https://openalex.org/W2086064646'], 'abstract_inverted_index': {'The': [0], 'virtual': [1, 42, 102, 154], 'Pathology': [2, 10], 'Visions': [3], '2020': [4], '(PV20)': [5], 'meeting': [6, 35, 130], 'of': [7, 52, 61, 76, 85, 92, 99, 122, 128, 211, 221], 'the': [8, 26, 32, 50, 57, 62, 74, 90, 97, 100, 123, 129, 135, 152, 209, 212, 217], 'Digital': [9], 'Association': [11], '(DPA),': [12], 'held': [13], 'on': [14], 'October': [15], '26-29,': [16], 'set': [17], 'new': [18], 'records': [19], 'in': [20, 36, 72, 126, 148, 219], 'almost': [21], 'every': [22], 'way.In': [23], 'response': [24], 'to': [25, 40, 66, 106, 119, 131, 151, 173, 175, 193, 208, 223], 'COVID-19': [27], 'pandemic,': [28], 'we': [29], 'strategically': [30], 'changed': [31], 'original': [33], 'face-to-face': [34], 'Orlando,': [37], 'FL,': [38], 'USA,': [39], 'a': [41], 'meeting.Unlike': [43], 'any': [44], 'other': [45], 'conference,': [46], 'PV20': [47], 'proved': [48], 'that': [49, 215], 'power': [51], 'digital': [53, 77], 'technology': [54], 'coupled': [55], 'with': [56, 142], 'dedication': [58], 'and': [59, 80, 94, 112, 138, 161, 169, 180, 185, 197, 203, 225], 'creativity': [60], 'DPA': [63], 'is': [64], 'unstoppable': [65], 'create': [67], 'an': [68, 191], 'engaging': [69], 'educational': [70, 110], 'milestone': [71], 'promoting': [73], 'advancement': [75], 'pathology': [78], '(DP)': [79], 'artificial': [81], 'intelligence': [82], '(AI).The': [83], 'theme': [84], 'this': [86], 'year': [87], 'was': [88, 96], '"Through': [89], 'Prism': [91], 'Innovation"': [93], 'innovation': [95], 'word': [98], 'week!The': [101], 'format': [103], 'allowed': [104, 117], 'us': [105], 'include': [107], 'more': [108], 'speakers,': [109], 'content,': [111], 'opportunities': [113], 'for': [114, 134], 'networking.It': [115], 'also': [116, 189], 'attendees': [118, 146], 'access': [120], 'some': [121], 'prerecorded': [124], 'lectures': [125], 'advance': [127], 'better': [132], 'prepare': [133], 'live': [136], 'question': [137], 'answer': [139], '(Q&A)': [140], 'sessions': [141], 'speakers.The': [143], 'record-breaking': [144], '503': [145], 'engaged': [147], '3299': [149], 'visits': [150], "meeting's": [153], 'website.They': [155], 'included': [156], 'pathologists,': [157], 'scientists,': [158], 'technologists,': [159], 'administrators,': [160], 'industry': [162], 'partners': [163], 'who': [164], 'established': [165], '119,920': [166], 'Desktop': [167], 'Pageviews': [168, 172], '16,018': [170], 'Mobile': [171], 'listen': [174], 'lectures,': [176], 'visit': [177], 'online': [178, 213], 'abstracts,': [179], 'share': [181], '597': [182], 'public': [183], 'messages': [184], '851': [186], 'private': [187], 'messages.We': [188], 'saw': [190], 'increase': [192], '26.87%': [194], 'international': [195], 'participants': [196], '45': [198], 'residents,': [199], 'fellows,': [200], 'PhD': [201], 'candidates,': [202], 'medical': [204], 'students.These': [205], 'numbers': [206], 'attest': [207], 'success': [210], 'communications': [214], 'enhance': [216], 'progress': [218], 'applications': [220], 'DP': [222], 'healthcare': [224], 'life': [226], 'sciences.': [227]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W4285525452', 'counts_by_year': [], 'updated_date': '2024-09-19T03:07:24.946456', 'created_date': '2022-07-16'}