Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W2778455075', 'doi': 'https://doi.org/10.21873/cgp.20063', 'title': 'Applications of Support Vector Machine (SVM) Learning in Cancer Genomics', 'display_name': 'Applications of Support Vector Machine (SVM) Learning in Cancer Genomics', 'publication_year': 2018, 'publication_date': '2018-01-02', 'ids': {'openalex': 'https://openalex.org/W2778455075', 'doi': 'https://doi.org/10.21873/cgp.20063', 'mag': '2778455075', 'pmid': 'https://pubmed.ncbi.nlm.nih.gov/29275361', 'pmcid': 'https://www.ncbi.nlm.nih.gov/pmc/articles/5822181'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.21873/cgp.20063', 'pdf_url': 'http://cgp.iiarjournals.org/content/15/1/41.full.pdf', 'source': {'id': 'https://openalex.org/S4210194588', 'display_name': 'Cancer Genomics & Proteomics', 'issn_l': '1109-6535', 'issn': ['1109-6535', '1790-6245'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'review', 'type_crossref': 'journal-article', 'indexed_in': ['crossref', 'pubmed'], 'open_access': {'is_oa': True, 'oa_status': 'gold', 'oa_url': 'http://cgp.iiarjournals.org/content/15/1/41.full.pdf', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5087634069', 'display_name': 'Shujun Huang', 'orcid': 'https://orcid.org/0000-0002-6994-1875'}, 'institutions': [{'id': 'https://openalex.org/I46247651', 'display_name': 'University of Manitoba', 'ror': 'https://ror.org/02gfys938', 'country_code': 'CA', 'type': 'education', 'lineage': ['https://openalex.org/I46247651']}, {'id': 'https://openalex.org/I4210166742', 'display_name': 'Research Institute in Oncology and Hematology', 'ror': 'https://ror.org/05qer3y84', 'country_code': 'CA', 'type': 'facility', 'lineage': ['https://openalex.org/I4210088414', 'https://openalex.org/I4210166742', 'https://openalex.org/I46247651']}, {'id': 'https://openalex.org/I4210088414', 'display_name': 'CancerCare Manitoba', 'ror': 'https://ror.org/005cmms77', 'country_code': 'CA', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210088414']}], 'countries': ['CA'], 'is_corresponding': False, 'raw_author_name': 'Shujun Huang', 'raw_affiliation_strings': ['College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.', 'Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.'], 'affiliations': [{'raw_affiliation_string': 'College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.', 'institution_ids': ['https://openalex.org/I46247651']}, {'raw_affiliation_string': 'Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.', 'institution_ids': ['https://openalex.org/I4210166742', 'https://openalex.org/I4210088414']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5046138270', 'display_name': 'Nianguang Cai', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4210166742', 'display_name': 'Research Institute in Oncology and Hematology', 'ror': 'https://ror.org/05qer3y84', 'country_code': 'CA', 'type': 'facility', 'lineage': ['https://openalex.org/I4210088414', 'https://openalex.org/I4210166742', 'https://openalex.org/I46247651']}, {'id': 'https://openalex.org/I4210088414', 'display_name': 'CancerCare Manitoba', 'ror': 'https://ror.org/005cmms77', 'country_code': 'CA', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210088414']}], 'countries': ['CA'], 'is_corresponding': False, 'raw_author_name': 'Nianguang Cai', 'raw_affiliation_strings': ['Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.'], 'affiliations': [{'raw_affiliation_string': 'Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.', 'institution_ids': ['https://openalex.org/I4210166742', 'https://openalex.org/I4210088414']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5109411726', 'display_name': 'P. Pacheco', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4210166742', 'display_name': 'Research Institute in Oncology and Hematology', 'ror': 'https://ror.org/05qer3y84', 'country_code': 'CA', 'type': 'facility', 'lineage': ['https://openalex.org/I4210088414', 'https://openalex.org/I4210166742', 'https://openalex.org/I46247651']}, {'id': 'https://openalex.org/I4210088414', 'display_name': 'CancerCare Manitoba', 'ror': 'https://ror.org/005cmms77', 'country_code': 'CA', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210088414']}], 'countries': ['CA'], 'is_corresponding': False, 'raw_author_name': 'Pedro Penzuti Pacheco', 'raw_affiliation_strings': ['Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.'], 'affiliations': [{'raw_affiliation_string': 'Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.', 'institution_ids': ['https://openalex.org/I4210166742', 'https://openalex.org/I4210088414']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5036170186', 'display_name': 'Shavira Narrandes', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4210166742', 'display_name': 'Research Institute in Oncology and Hematology', 'ror': 'https://ror.org/05qer3y84', 'country_code': 'CA', 'type': 'facility', 'lineage': ['https://openalex.org/I4210088414', 'https://openalex.org/I4210166742', 'https://openalex.org/I46247651']}, {'id': 'https://openalex.org/I4210088414', 'display_name': 'CancerCare Manitoba', 'ror': 'https://ror.org/005cmms77', 'country_code': 'CA', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210088414']}, {'id': 'https://openalex.org/I46247651', 'display_name': 'University of Manitoba', 'ror': 'https://ror.org/02gfys938', 'country_code': 'CA', 'type': 'education', 'lineage': ['https://openalex.org/I46247651']}], 'countries': ['CA'], 'is_corresponding': False, 'raw_author_name': 'Shavira Narrandes', 'raw_affiliation_strings': ['Departments of Biochemistry and Medical Genetics, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.', 'Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.'], 'affiliations': [{'raw_affiliation_string': 'Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.', 'institution_ids': ['https://openalex.org/I4210166742', 'https://openalex.org/I4210088414']}, {'raw_affiliation_string': 'Departments of Biochemistry and Medical Genetics, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.', 'institution_ids': ['https://openalex.org/I46247651']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5100714578', 'display_name': 'Yang Wang', 'orcid': 'https://orcid.org/0000-0002-6815-0879'}, 'institutions': [{'id': 'https://openalex.org/I46247651', 'display_name': 'University of Manitoba', 'ror': 'https://ror.org/02gfys938', 'country_code': 'CA', 'type': 'education', 'lineage': ['https://openalex.org/I46247651']}], 'countries': ['CA'], 'is_corresponding': False, 'raw_author_name': 'Yang Wang', 'raw_affiliation_strings': ['Department of Computer Science, Faculty of Sciences, University of Manitoba, Winnipeg, Canada.'], 'affiliations': [{'raw_affiliation_string': 'Department of Computer Science, Faculty of Sciences, University of Manitoba, Winnipeg, Canada.', 'institution_ids': ['https://openalex.org/I46247651']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5039548719', 'display_name': 'Wayne Wenzhong Xu', 'orcid': 'https://orcid.org/0000-0003-0484-7340'}, 'institutions': [{'id': 'https://openalex.org/I46247651', 'display_name': 'University of Manitoba', 'ror': 'https://ror.org/02gfys938', 'country_code': 'CA', 'type': 'education', 'lineage': ['https://openalex.org/I46247651']}, {'id': 'https://openalex.org/I4210166742', 'display_name': 'Research Institute in Oncology and Hematology', 'ror': 'https://ror.org/05qer3y84', 'country_code': 'CA', 'type': 'facility', 'lineage': ['https://openalex.org/I4210088414', 'https://openalex.org/I4210166742', 'https://openalex.org/I46247651']}, {'id': 'https://openalex.org/I4210088414', 'display_name': 'CancerCare Manitoba', 'ror': 'https://ror.org/005cmms77', 'country_code': 'CA', 'type': 'healthcare', 'lineage': ['https://openalex.org/I4210088414']}], 'countries': ['CA'], 'is_corresponding': False, 'raw_author_name': 'Wayne Xu', 'raw_affiliation_strings': ['College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada [email protected].', 'Departments of Biochemistry and Medical Genetics, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.', 'Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.'], 'affiliations': [{'raw_affiliation_string': 'Departments of Biochemistry and Medical Genetics, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.', 'institution_ids': ['https://openalex.org/I46247651']}, {'raw_affiliation_string': 'College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada [email protected].', 'institution_ids': ['https://openalex.org/I46247651']}, {'raw_affiliation_string': 'Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.', 'institution_ids': ['https://openalex.org/I4210166742', 'https://openalex.org/I4210088414']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 3, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 10.437, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 1176, 'citation_normalized_percentile': {'value': 0.999733, 'is_in_top_1_percent': True, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 99, 'max': 100}, 'biblio': {'volume': '15', 'issue': '1', 'first_page': None, 'last_page': None}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10885', 'display_name': 'Gene expression and cancer classification', 'score': 0.9998, 'subfield': {'id': 'https://openalex.org/subfields/1312', 'display_name': 'Molecular Biology'}, 'field': {'id': 'https://openalex.org/fields/13', 'display_name': 'Biochemistry, Genetics and Molecular Biology'}, 'domain': {'id': 'https://openalex.org/domains/1', 'display_name': 'Life Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10885', 'display_name': 'Gene expression and cancer classification', 'score': 0.9998, 'subfield': {'id': 'https://openalex.org/subfields/1312', 'display_name': 'Molecular Biology'}, 'field': {'id': 'https://openalex.org/fields/13', 'display_name': 'Biochemistry, Genetics and Molecular Biology'}, 'domain': {'id': 'https://openalex.org/domains/1', 'display_name': 'Life Sciences'}}, {'id': 'https://openalex.org/T12254', 'display_name': 'Machine Learning in Bioinformatics', 'score': 0.9987, 'subfield': {'id': 'https://openalex.org/subfields/1312', 'display_name': 'Molecular Biology'}, 'field': {'id': 'https://openalex.org/fields/13', 'display_name': 'Biochemistry, Genetics and Molecular Biology'}, 'domain': {'id': 'https://openalex.org/domains/1', 'display_name': 'Life Sciences'}}, {'id': 'https://openalex.org/T10887', 'display_name': 'Bioinformatics and Genomic Networks', 'score': 0.998, 'subfield': {'id': 'https://openalex.org/subfields/1312', 'display_name': 'Molecular Biology'}, 'field': {'id': 'https://openalex.org/fields/13', 'display_name': 'Biochemistry, Genetics and Molecular Biology'}, 'domain': {'id': 'https://openalex.org/domains/1', 'display_name': 'Life Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/epigenomics', 'display_name': 'Epigenomics', 'score': 0.46910793}, {'id': 'https://openalex.org/keywords/feature', 'display_name': 'Feature (linguistics)', 'score': 0.44087732}, {'id': 'https://openalex.org/keywords/margin', 'display_name': 'Margin (machine learning)', 'score': 0.4147896}], 'concepts': [{'id': 'https://openalex.org/C12267149', 'wikidata': 'https://www.wikidata.org/wiki/Q282453', 'display_name': 'Support vector machine', 'level': 2, 'score': 0.8418085}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.60417473}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.5906406}, {'id': 'https://openalex.org/C189206191', 'wikidata': 'https://www.wikidata.org/wiki/Q222046', 'display_name': 'Genomics', 'level': 4, 'score': 0.5859466}, {'id': 'https://openalex.org/C119857082', 'wikidata': 'https://www.wikidata.org/wiki/Q2539', 'display_name': 'Machine learning', 'level': 1, 'score': 0.5633871}, {'id': 'https://openalex.org/C121912465', 'wikidata': 'https://www.wikidata.org/wiki/Q3589153', 'display_name': 'Epigenomics', 'level': 5, 'score': 0.46910793}, {'id': 'https://openalex.org/C2776401178', 'wikidata': 'https://www.wikidata.org/wiki/Q12050496', 'display_name': 'Feature (linguistics)', 'level': 2, 'score': 0.44087732}, {'id': 'https://openalex.org/C774472', 'wikidata': 'https://www.wikidata.org/wiki/Q6760393', 'display_name': 'Margin (machine learning)', 'level': 2, 'score': 0.4147896}, {'id': 'https://openalex.org/C70721500', 'wikidata': 'https://www.wikidata.org/wiki/Q177005', 'display_name': 'Computational biology', 'level': 1, 'score': 0.37512797}, {'id': 'https://openalex.org/C141231307', 'wikidata': 'https://www.wikidata.org/wiki/Q7020', 'display_name': 'Genome', 'level': 3, 'score': 0.22791022}, {'id': 'https://openalex.org/C86803240', 'wikidata': 'https://www.wikidata.org/wiki/Q420', 'display_name': 'Biology', 'level': 0, 'score': 0.19571084}, {'id': 'https://openalex.org/C104317684', 'wikidata': 'https://www.wikidata.org/wiki/Q7187', 'display_name': 'Gene', 'level': 2, 'score': 0.15781811}, {'id': 'https://openalex.org/C150194340', 'wikidata': 'https://www.wikidata.org/wiki/Q26972', 'display_name': 'Gene expression', 'level': 3, 'score': 0.08399877}, {'id': 'https://openalex.org/C54355233', 'wikidata': 'https://www.wikidata.org/wiki/Q7162', 'display_name': 'Genetics', 'level': 1, 'score': 0.08234605}, {'id': 'https://openalex.org/C190727270', 'wikidata': 'https://www.wikidata.org/wiki/Q874745', 'display_name': 'DNA methylation', 'level': 4, 'score': 0.07481238}, {'id': 'https://openalex.org/C41895202', 'wikidata': 'https://www.wikidata.org/wiki/Q8162', 'display_name': 'Linguistics', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C138885662', 'wikidata': 'https://www.wikidata.org/wiki/Q5891', 'display_name': 'Philosophy', 'level': 0, 'score': 0.0}], 'mesh': [{'descriptor_ui': 'D014408', 'descriptor_name': 'Biomarkers, Tumor', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D055808', 'descriptor_name': 'Drug Discovery', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D052138', 'descriptor_name': 'Genes, Neoplasm', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D023281', 'descriptor_name': 'Genomics', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D006801', 'descriptor_name': 'Humans', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D009369', 'descriptor_name': 'Neoplasms', 'qualifier_ui': 'Q000145', 'qualifier_name': 'classification', 'is_major_topic': False}, {'descriptor_ui': 'D025941', 'descriptor_name': 'Protein Interaction Mapping', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D060388', 'descriptor_name': 'Support Vector Machine', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}], 'locations_count': 4, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.21873/cgp.20063', 'pdf_url': 'http://cgp.iiarjournals.org/content/15/1/41.full.pdf', 'source': {'id': 'https://openalex.org/S4210194588', 'display_name': 'Cancer Genomics & Proteomics', 'issn_l': '1109-6535', 'issn': ['1109-6535', '1790-6245'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': True, 'landing_page_url': 'https://europepmc.org/articles/pmc5822181', 'pdf_url': 'https://europepmc.org/articles/pmc5822181?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': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': True, 'landing_page_url': 'https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5822181', '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}, {'is_oa': False, 'landing_page_url': 'https://pubmed.ncbi.nlm.nih.gov/29275361', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306525036', 'display_name': 'PubMed', 'issn_l': None, 'issn': None, 'is_oa': False, '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': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.21873/cgp.20063', 'pdf_url': 'http://cgp.iiarjournals.org/content/15/1/41.full.pdf', 'source': {'id': 'https://openalex.org/S4210194588', 'display_name': 'Cancer Genomics & Proteomics', 'issn_l': '1109-6535', 'issn': ['1109-6535', '1790-6245'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 73, 'referenced_works': ['https://openalex.org/W1495645148', 'https://openalex.org/W1500572886', 'https://openalex.org/W1526146785', 'https://openalex.org/W1546411676', 'https://openalex.org/W1651586605', 'https://openalex.org/W1861707035', 'https://openalex.org/W1964940342', 'https://openalex.org/W1967395566', 'https://openalex.org/W1970799005', 'https://openalex.org/W1978123024', 'https://openalex.org/W2010754117', 'https://openalex.org/W2010773093', 'https://openalex.org/W2031153203', 'https://openalex.org/W2044433401', 'https://openalex.org/W2049185580', 'https://openalex.org/W2058680505', 'https://openalex.org/W2063680119', 'https://openalex.org/W2065262208', 'https://openalex.org/W2068744742', 'https://openalex.org/W2071649041', 'https://openalex.org/W2096901195', 'https://openalex.org/W2108728387', 'https://openalex.org/W2109363337', 'https://openalex.org/W2110520112', 'https://openalex.org/W2113432929', 'https://openalex.org/W2116079122', 'https://openalex.org/W2116811581', 'https://openalex.org/W2117004913', 'https://openalex.org/W2122227569', 'https://openalex.org/W2123172482', 'https://openalex.org/W2124115708', 'https://openalex.org/W2129151899', 'https://openalex.org/W2130470264', 'https://openalex.org/W2130512686', 'https://openalex.org/W2137219016', 'https://openalex.org/W2139286284', 'https://openalex.org/W2142964334', 'https://openalex.org/W2145757533', 'https://openalex.org/W2146045158', 'https://openalex.org/W2146655738', 'https://openalex.org/W2152705149', 'https://openalex.org/W2157177751', 'https://openalex.org/W2159116014', 'https://openalex.org/W2164311998', 'https://openalex.org/W2165618135', 'https://openalex.org/W2167283581', 'https://openalex.org/W2170379523', 'https://openalex.org/W2182468807', 'https://openalex.org/W2193170334', 'https://openalex.org/W2260700459', 'https://openalex.org/W2265551258', 'https://openalex.org/W2296942394', 'https://openalex.org/W2333198304', 'https://openalex.org/W2482586665', 'https://openalex.org/W2490276714', 'https://openalex.org/W2544883878', 'https://openalex.org/W2546096711', 'https://openalex.org/W2552933951', 'https://openalex.org/W2567027357', 'https://openalex.org/W2567437666', 'https://openalex.org/W2574721333', 'https://openalex.org/W2583025663', 'https://openalex.org/W2604153910', 'https://openalex.org/W2609893130', 'https://openalex.org/W2626770269', 'https://openalex.org/W2736669548', 'https://openalex.org/W2738034871', 'https://openalex.org/W2952651389', 'https://openalex.org/W2998216295', 'https://openalex.org/W31034207', 'https://openalex.org/W4253057787', 'https://openalex.org/W4296886862', 'https://openalex.org/W56743589'], 'related_works': ['https://openalex.org/W4285490847', 'https://openalex.org/W3201524181', 'https://openalex.org/W3131932045', 'https://openalex.org/W3119866144', 'https://openalex.org/W3035076328', 'https://openalex.org/W2988805143', 'https://openalex.org/W2795212387', 'https://openalex.org/W2379140333', 'https://openalex.org/W2101726782', 'https://openalex.org/W1931295451'], 'abstract_inverted_index': {'Machine': [0], 'learning': [1, 98], 'with': [2], 'maximization': [3], '(support)': [4], 'of': [5, 39, 42, 50, 63, 73, 83, 95], 'separating': [6], 'margin': [7], '(vector),': [8], 'called': [9], 'support': [10], 'vector': [11], 'machine': [12], '(SVM)': [13], 'learning,': [14], 'is': [15, 52], 'a': [16, 70], 'powerful': [17], 'classification': [18, 27, 48], 'tool': [19], 'that': [20], 'has': [21], 'been': [22], 'used': [23], 'for': [24], 'cancer': [25, 57, 74, 86, 104], 'genomic': [26, 43, 87, 105], 'or': [28], 'subtyping.': [29], 'Today,': [30], 'as': [31], 'advancements': [32], 'in': [33, 56, 85, 103], 'high-throughput': [34], 'technologies': [35], 'lead': [36], 'to': [37, 60, 91], 'production': [38], 'large': [40], 'amounts': [41], 'and': [44, 69, 99], 'epigenomic': [45], 'data,': [46], 'the': [47, 61, 80, 93, 96], 'feature': [49], 'SVMs': [51, 84], 'expanding': [53], 'its': [54, 100], 'use': [55], 'genomics,': [58], 'leading': [59], 'discovery': [62], 'new': [64, 66], 'biomarkers,': [65], 'drug': [67], 'targets,': [68], 'better': [71], 'understanding': [72], 'driver': [75], 'genes.': [76], 'Herein': [77], 'we': [78], 'reviewed': [79], 'recent': [81], 'progress': [82], 'studies.': [88], 'We': [89], 'intend': [90], 'comprehend': [92], 'strength': [94], 'SVM': [97], 'future': [101], 'perspective': [102], 'applications.': [106]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2778455075', 'counts_by_year': [{'year': 2024, 'cited_by_count': 291}, {'year': 2023, 'cited_by_count': 280}, {'year': 2022, 'cited_by_count': 237}, {'year': 2021, 'cited_by_count': 181}, {'year': 2020, 'cited_by_count': 123}, {'year': 2019, 'cited_by_count': 44}, {'year': 2018, 'cited_by_count': 11}], 'updated_date': '2025-01-09T15:01:58.492577', 'created_date': '2018-01-05'}