Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W2310177520', 'doi': 'https://doi.org/10.1016/j.neuroimage.2016.02.079', 'title': 'Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls', 'display_name': 'Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls', 'publication_year': 2017, 'publication_date': '2017-01-01', 'ids': {'openalex': 'https://openalex.org/W2310177520', 'doi': 'https://doi.org/10.1016/j.neuroimage.2016.02.079', 'mag': '2310177520', 'pmid': 'https://pubmed.ncbi.nlm.nih.gov/27012503', 'pmcid': 'https://www.ncbi.nlm.nih.gov/pmc/articles/5031516'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.1016/j.neuroimage.2016.02.079', 'pdf_url': 'https://www.sciencedirect.com/science/article/am/pii/S105381191600210X', 'source': {'id': 'https://openalex.org/S103225281', 'display_name': 'NeuroImage', 'issn_l': '1053-8119', 'issn': ['1053-8119', '1095-9572'], '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': 'publisher-specific-oa', 'license_id': 'https://openalex.org/licenses/publisher-specific-oa', 'version': 'acceptedVersion', 'is_accepted': True, 'is_published': False}, 'type': 'review', 'type_crossref': 'journal-article', 'indexed_in': ['crossref', 'pubmed'], 'open_access': {'is_oa': True, 'oa_status': 'bronze', 'oa_url': 'https://www.sciencedirect.com/science/article/am/pii/S105381191600210X', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5036175386', 'display_name': 'Mohammad R. Arbabshirani', 'orcid': 'https://orcid.org/0000-0002-3018-5400'}, 'institutions': [{'id': 'https://openalex.org/I1334567473', 'display_name': 'Mind Research Network', 'ror': 'https://ror.org/032cjfs80', 'country_code': 'US', 'type': 'nonprofit', 'lineage': ['https://openalex.org/I1334567473']}, {'id': 'https://openalex.org/I54713919', 'display_name': 'Geisinger Health System', 'ror': 'https://ror.org/02qdbgx97', 'country_code': 'US', 'type': 'healthcare', 'lineage': ['https://openalex.org/I54713919']}], 'countries': ['US'], 'is_corresponding': True, 'raw_author_name': 'Mohammad R. Arbabshirani', 'raw_affiliation_strings': ['Geisinger Health System, Danville, PA 17822, USA', 'The Mind Research Network, Albuquerque, NM 87106, USA'], 'affiliations': [{'raw_affiliation_string': 'The Mind Research Network, Albuquerque, NM 87106, USA', 'institution_ids': ['https://openalex.org/I1334567473']}, {'raw_affiliation_string': 'Geisinger Health System, Danville, PA 17822, USA', 'institution_ids': ['https://openalex.org/I54713919']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5082230429', 'display_name': 'Sergey M. Plis', 'orcid': 'https://orcid.org/0000-0003-0040-0365'}, 'institutions': [{'id': 'https://openalex.org/I1334567473', 'display_name': 'Mind Research Network', 'ror': 'https://ror.org/032cjfs80', 'country_code': 'US', 'type': 'nonprofit', 'lineage': ['https://openalex.org/I1334567473']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Sergey Plis', 'raw_affiliation_strings': ['The Mind Research Network, Albuquerque, NM 87106, USA'], 'affiliations': [{'raw_affiliation_string': 'The Mind Research Network, Albuquerque, NM 87106, USA', 'institution_ids': ['https://openalex.org/I1334567473']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5073577615', 'display_name': 'Jing Sui', 'orcid': 'https://orcid.org/0000-0001-6837-5966'}, 'institutions': [{'id': 'https://openalex.org/I1334567473', 'display_name': 'Mind Research Network', 'ror': 'https://ror.org/032cjfs80', 'country_code': 'US', 'type': 'nonprofit', 'lineage': ['https://openalex.org/I1334567473']}, {'id': 'https://openalex.org/I4210112150', 'display_name': 'Institute of Automation', 'ror': 'https://ror.org/022c3hy66', 'country_code': 'CN', 'type': 'facility', 'lineage': ['https://openalex.org/I19820366', 'https://openalex.org/I4210112150']}, {'id': 'https://openalex.org/I19820366', 'display_name': 'Chinese Academy of Sciences', 'ror': 'https://ror.org/034t30j35', 'country_code': 'CN', 'type': 'government', 'lineage': ['https://openalex.org/I19820366']}], 'countries': ['CN', 'US'], 'is_corresponding': False, 'raw_author_name': 'Jing Sui', 'raw_affiliation_strings': ['Brainnetome Center and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China', 'The Mind Research Network, Albuquerque, NM 87106, USA'], 'affiliations': [{'raw_affiliation_string': 'The Mind Research Network, Albuquerque, NM 87106, USA', 'institution_ids': ['https://openalex.org/I1334567473']}, {'raw_affiliation_string': 'Brainnetome Center and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China', 'institution_ids': ['https://openalex.org/I4210112150', 'https://openalex.org/I19820366']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5032850756', 'display_name': 'Vince D. Calhoun', 'orcid': 'https://orcid.org/0000-0001-9058-0747'}, 'institutions': [{'id': 'https://openalex.org/I1334567473', 'display_name': 'Mind Research Network', 'ror': 'https://ror.org/032cjfs80', 'country_code': 'US', 'type': 'nonprofit', 'lineage': ['https://openalex.org/I1334567473']}, {'id': 'https://openalex.org/I169521973', 'display_name': 'University of New Mexico', 'ror': 'https://ror.org/05fs6jp91', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I169521973']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Vince D. Calhoun', 'raw_affiliation_strings': ['Department of ECE, University of New Mexico, Albuquerque, NM, USA', 'The Mind Research Network, Albuquerque, NM 87106, USA'], 'affiliations': [{'raw_affiliation_string': 'The Mind Research Network, Albuquerque, NM 87106, USA', 'institution_ids': ['https://openalex.org/I1334567473']}, {'raw_affiliation_string': 'Department of ECE, University of New Mexico, Albuquerque, NM, USA', 'institution_ids': ['https://openalex.org/I169521973']}]}], 'countries_distinct_count': 2, 'institutions_distinct_count': 5, 'corresponding_author_ids': ['https://openalex.org/A5036175386'], 'corresponding_institution_ids': ['https://openalex.org/I1334567473', 'https://openalex.org/I54713919'], 'apc_list': {'value': 3450, 'currency': 'USD', 'value_usd': 3450, 'provenance': 'doaj'}, 'apc_paid': None, 'fwci': 13.148, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 792, 'citation_normalized_percentile': {'value': 0.998436, 'is_in_top_1_percent': True, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 99, 'max': 100}, 'biblio': {'volume': '145', 'issue': None, 'first_page': '137', 'last_page': '165'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10241', 'display_name': 'Analysis of Brain Functional Connectivity Networks', 'score': 0.9998, 'subfield': {'id': 'https://openalex.org/subfields/2805', 'display_name': 'Cognitive Neuroscience'}, 'field': {'id': 'https://openalex.org/fields/28', 'display_name': 'Neuroscience'}, 'domain': {'id': 'https://openalex.org/domains/1', 'display_name': 'Life Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10241', 'display_name': 'Analysis of Brain Functional Connectivity Networks', 'score': 0.9998, 'subfield': {'id': 'https://openalex.org/subfields/2805', 'display_name': 'Cognitive Neuroscience'}, 'field': {'id': 'https://openalex.org/fields/28', 'display_name': 'Neuroscience'}, 'domain': {'id': 'https://openalex.org/domains/1', 'display_name': 'Life Sciences'}}, {'id': 'https://openalex.org/T11304', 'display_name': 'Diffusion Magnetic Resonance Imaging', 'score': 0.9916, 'subfield': {'id': 'https://openalex.org/subfields/2741', 'display_name': 'Radiology, Nuclear Medicine and Imaging'}, 'field': {'id': 'https://openalex.org/fields/27', 'display_name': 'Medicine'}, 'domain': {'id': 'https://openalex.org/domains/4', 'display_name': 'Health Sciences'}}, {'id': 'https://openalex.org/T10919', 'display_name': 'Deep Brain Stimulation for Neurological Disorders', 'score': 0.9904, 'subfield': {'id': 'https://openalex.org/subfields/2728', 'display_name': 'Neurology'}, '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/neuroimaging-data-analysis', 'display_name': 'Neuroimaging Data Analysis', 'score': 0.623241}, {'id': 'https://openalex.org/keywords/neuroimaging', 'display_name': 'Neuroimaging', 'score': 0.583863}, {'id': 'https://openalex.org/keywords/neuromodulation', 'display_name': 'Neuromodulation', 'score': 0.501914}], 'concepts': [{'id': 'https://openalex.org/C58693492', 'wikidata': 'https://www.wikidata.org/wiki/Q551875', 'display_name': 'Neuroimaging', 'level': 2, 'score': 0.862008}, {'id': 'https://openalex.org/C2776412080', 'wikidata': 'https://www.wikidata.org/wiki/Q7431605', 'display_name': 'Schizophrenia (object-oriented programming)', 'level': 2, 'score': 0.5852354}, {'id': 'https://openalex.org/C15744967', 'wikidata': 'https://www.wikidata.org/wiki/Q9418', 'display_name': 'Psychology', 'level': 0, 'score': 0.4655887}, {'id': 'https://openalex.org/C2779134260', 'wikidata': 'https://www.wikidata.org/wiki/Q12136', 'display_name': 'Disease', 'level': 2, 'score': 0.45146608}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.37431908}, {'id': 'https://openalex.org/C169760540', 'wikidata': 'https://www.wikidata.org/wiki/Q207011', 'display_name': 'Neuroscience', 'level': 1, 'score': 0.31344563}, {'id': 'https://openalex.org/C118552586', 'wikidata': 'https://www.wikidata.org/wiki/Q7867', 'display_name': 'Psychiatry', 'level': 1, 'score': 0.2948941}, {'id': 'https://openalex.org/C71924100', 'wikidata': 'https://www.wikidata.org/wiki/Q11190', 'display_name': 'Medicine', 'level': 0, 'score': 0.27814227}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.24631676}, {'id': 'https://openalex.org/C142724271', 'wikidata': 'https://www.wikidata.org/wiki/Q7208', 'display_name': 'Pathology', 'level': 1, 'score': 0.10130352}], 'mesh': [{'descriptor_ui': 'D001927', 'descriptor_name': 'Brain Diseases', 'qualifier_ui': 'Q000145', 'qualifier_name': 'classification', 'is_major_topic': False}, {'descriptor_ui': 'D006801', 'descriptor_name': 'Humans', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D000069550', 'descriptor_name': 'Machine Learning', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D059906', 'descriptor_name': 'Neuroimaging', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}], 'locations_count': 4, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.1016/j.neuroimage.2016.02.079', 'pdf_url': 'https://www.sciencedirect.com/science/article/am/pii/S105381191600210X', 'source': {'id': 'https://openalex.org/S103225281', 'display_name': 'NeuroImage', 'issn_l': '1053-8119', 'issn': ['1053-8119', '1095-9572'], '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': 'publisher-specific-oa', 'license_id': 'https://openalex.org/licenses/publisher-specific-oa', 'version': 'acceptedVersion', 'is_accepted': True, 'is_published': False}, {'is_oa': True, 'landing_page_url': 'https://europepmc.org/articles/pmc5031516', 'pdf_url': 'https://europepmc.org/articles/pmc5031516?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': 'acceptedVersion', 'is_accepted': True, 'is_published': False}, {'is_oa': True, 'landing_page_url': 'https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5031516', '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': 'acceptedVersion', 'is_accepted': True, 'is_published': False}, {'is_oa': False, 'landing_page_url': 'https://pubmed.ncbi.nlm.nih.gov/27012503', '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/10.1016/j.neuroimage.2016.02.079', 'pdf_url': 'https://www.sciencedirect.com/science/article/am/pii/S105381191600210X', 'source': {'id': 'https://openalex.org/S103225281', 'display_name': 'NeuroImage', 'issn_l': '1053-8119', 'issn': ['1053-8119', '1095-9572'], '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': 'publisher-specific-oa', 'license_id': 'https://openalex.org/licenses/publisher-specific-oa', 'version': 'acceptedVersion', 'is_accepted': True, 'is_published': False}, 'sustainable_development_goals': [], 'grants': [{'funder': 'https://openalex.org/F4320315764', 'funder_display_name': 'Kansas NSF EPSCoR', 'award_id': '1539067'}, {'funder': 'https://openalex.org/F4320321001', 'funder_display_name': 'National Natural Science Foundation of China', 'award_id': '81471367'}, {'funder': 'https://openalex.org/F4320321133', 'funder_display_name': 'Chinese Academy of Sciences', 'award_id': None}, {'funder': 'https://openalex.org/F4320332161', 'funder_display_name': 'National Institutes of Health', 'award_id': 'R01EB005846'}, {'funder': 'https://openalex.org/F4320332161', 'funder_display_name': 'National Institutes of Health', 'award_id': 'P20GM103472'}, {'funder': 'https://openalex.org/F4320332161', 'funder_display_name': 'National Institutes of Health', 'award_id': '1R01DA040487'}, {'funder': 'https://openalex.org/F4320332161', 'funder_display_name': 'National Institutes of Health', 'award_id': 'R01EB020407'}, {'funder': 'https://openalex.org/F4320335773', 'funder_display_name': 'National High-tech Research and Development Program', 'award_id': '2015AA020513'}], 'datasets': [], 'versions': [], 'referenced_works_count': 403, 'referenced_works': ['https://openalex.org/W1097741600', 'https://openalex.org/W1195446513', 'https://openalex.org/W1434354835', 'https://openalex.org/W1457602677', 'https://openalex.org/W1483555958', 'https://openalex.org/W1485955713', 'https://openalex.org/W1489615091', 'https://openalex.org/W1490308602', 'https://openalex.org/W1506806321', 'https://openalex.org/W1519178192', 'https://openalex.org/W1521781547', 'https://openalex.org/W1526695182', 'https://openalex.org/W1545850453', 'https://openalex.org/W1560723556', 'https://openalex.org/W1562548864', 'https://openalex.org/W1566792576', 'https://openalex.org/W1569736468', 'https://openalex.org/W1575197904', 'https://openalex.org/W1581627189', 'https://openalex.org/W1589739887', 'https://openalex.org/W1593388804', 'https://openalex.org/W1595900569', 'https://openalex.org/W1625660427', 'https://openalex.org/W1715858500', 'https://openalex.org/W173534742', 'https://openalex.org/W1736658383', 'https://openalex.org/W1810343284', 'https://openalex.org/W1820340588', 'https://openalex.org/W1872034074', 'https://openalex.org/W1892035143', 'https://openalex.org/W1893088267', 'https://openalex.org/W1901624583', 'https://openalex.org/W1902786215', 'https://openalex.org/W1905519752', 'https://openalex.org/W1925354852', 'https://openalex.org/W1944724818', 'https://openalex.org/W1952758786', 'https://openalex.org/W1957187913', 'https://openalex.org/W1957380691', 'https://openalex.org/W1959823849', 'https://openalex.org/W1963706902', 'https://openalex.org/W1963996846', 'https://openalex.org/W1964469261', 'https://openalex.org/W1965648902', 'https://openalex.org/W1966770772', 'https://openalex.org/W1967013191', 'https://openalex.org/W1967046944', 'https://openalex.org/W1967052544', 'https://openalex.org/W1967082934', 'https://openalex.org/W1967249950', 'https://openalex.org/W1968126294', 'https://openalex.org/W1968870951', 'https://openalex.org/W1969959732', 'https://openalex.org/W1972498024', 'https://openalex.org/W1973140577', 'https://openalex.org/W1973184605', 'https://openalex.org/W1973486373', 'https://openalex.org/W1973776237', 'https://openalex.org/W1974003734', 'https://openalex.org/W1974731011', 'https://openalex.org/W1974874858', 'https://openalex.org/W1975760079', 'https://openalex.org/W1975800471', 'https://openalex.org/W1977125063', 'https://openalex.org/W1977186726', 'https://openalex.org/W1977715475', 'https://openalex.org/W1978763244', 'https://openalex.org/W1979685912', 'https://openalex.org/W1979966169', 'https://openalex.org/W1980066581', 'https://openalex.org/W1980508260', 'https://openalex.org/W1980882343', 'https://openalex.org/W1982145113', 'https://openalex.org/W1983655753', 'https://openalex.org/W1984185054', 'https://openalex.org/W1984544413', 'https://openalex.org/W1985311190', 'https://openalex.org/W1986014162', 'https://openalex.org/W1987011701', 'https://openalex.org/W1987550700', 'https://openalex.org/W1990134753', 'https://openalex.org/W1991933335', 'https://openalex.org/W1992054897', 'https://openalex.org/W1992117549', 'https://openalex.org/W1992709597', 'https://openalex.org/W1994690989', 'https://openalex.org/W1995277044', 'https://openalex.org/W1995571867', 'https://openalex.org/W1995992667', 'https://openalex.org/W1996844104', 'https://openalex.org/W1997228011', 'https://openalex.org/W1998165310', 'https://openalex.org/W1999431406', 'https://openalex.org/W2000292092', 'https://openalex.org/W2001567161', 'https://openalex.org/W2001648635', 'https://openalex.org/W2001830552', 'https://openalex.org/W2002581945', 'https://openalex.org/W2002677512', 'https://openalex.org/W2003545984', 'https://openalex.org/W2003702958', 'https://openalex.org/W2004230500', 'https://openalex.org/W2004421347', 'https://openalex.org/W2004622816', 'https://openalex.org/W2004915807', 'https://openalex.org/W2005342778', 'https://openalex.org/W2006591500', 'https://openalex.org/W2006624654', 'https://openalex.org/W2007626633', 'https://openalex.org/W2008607322', 'https://openalex.org/W2011083232', 'https://openalex.org/W2011099767', 'https://openalex.org/W2012267789', 'https://openalex.org/W2013192134', 'https://openalex.org/W2013228103', 'https://openalex.org/W2013247174', 'https://openalex.org/W2014418634', 'https://openalex.org/W2014668809', 'https://openalex.org/W2014848045', 'https://openalex.org/W2015534638', 'https://openalex.org/W2015739928', 'https://openalex.org/W2016150126', 'https://openalex.org/W2016852572', 'https://openalex.org/W2017178110', 'https://openalex.org/W2017337590', 'https://openalex.org/W2017474477', 'https://openalex.org/W2018935975', 'https://openalex.org/W2019306339', 'https://openalex.org/W2019583087', 'https://openalex.org/W2020764080', 'https://openalex.org/W2021720039', 'https://openalex.org/W2022696841', 'https://openalex.org/W2023251549', 'https://openalex.org/W2024107088', 'https://openalex.org/W2024729467', 'https://openalex.org/W2028061177', 'https://openalex.org/W2028580299', 'https://openalex.org/W2028739995', 'https://openalex.org/W2029835580', 'https://openalex.org/W2030700120', 'https://openalex.org/W2031367265', 'https://openalex.org/W2033128599', 'https://openalex.org/W2033496674', 'https://openalex.org/W2033719735', 'https://openalex.org/W2033865693', 'https://openalex.org/W2036057906', 'https://openalex.org/W2036351969', 'https://openalex.org/W2036816374', 'https://openalex.org/W2038438043', 'https://openalex.org/W2039397313', 'https://openalex.org/W2040205900', 'https://openalex.org/W2040412343', 'https://openalex.org/W2040545532', 'https://openalex.org/W2040709265', 'https://openalex.org/W2040736479', 'https://openalex.org/W2040849830', 'https://openalex.org/W2040884411', 'https://openalex.org/W2042273466', 'https://openalex.org/W2042770293', 'https://openalex.org/W2043699623', 'https://openalex.org/W2043962319', 'https://openalex.org/W2044329307', 'https://openalex.org/W2045989120', 'https://openalex.org/W2048054498', 'https://openalex.org/W2049240198', 'https://openalex.org/W2050200583', 'https://openalex.org/W2051019611', 'https://openalex.org/W2051306708', 'https://openalex.org/W2052088885', 'https://openalex.org/W2055683310', 'https://openalex.org/W2056423424', 'https://openalex.org/W2057607467', 'https://openalex.org/W2059805054', 'https://openalex.org/W2061752069', 'https://openalex.org/W2063136428', 'https://openalex.org/W2064145055', 'https://openalex.org/W2064209754', 'https://openalex.org/W2064610440', 'https://openalex.org/W2064625200', 'https://openalex.org/W2066058961', 'https://openalex.org/W2066272389', 'https://openalex.org/W2066633127', 'https://openalex.org/W2066861429', 'https://openalex.org/W2066948860', 'https://openalex.org/W2067410881', 'https://openalex.org/W2067808181', 'https://openalex.org/W2067825653', 'https://openalex.org/W2067936644', 'https://openalex.org/W2068157203', 'https://openalex.org/W2068730359', 'https://openalex.org/W2068924227', 'https://openalex.org/W2069317808', 'https://openalex.org/W2069528898', 'https://openalex.org/W2069706582', 'https://openalex.org/W2069890151', 'https://openalex.org/W2070231119', 'https://openalex.org/W2070586825', 'https://openalex.org/W2071714163', 'https://openalex.org/W2072188503', 'https://openalex.org/W2072735345', 'https://openalex.org/W2072995397', 'https://openalex.org/W2074117397', 'https://openalex.org/W2074267385', 'https://openalex.org/W2074920686', 'https://openalex.org/W2075210662', 'https://openalex.org/W2075529349', 'https://openalex.org/W2075578206', 'https://openalex.org/W2075676600', 'https://openalex.org/W2078524519', 'https://openalex.org/W2078975874', 'https://openalex.org/W2079096922', 'https://openalex.org/W2079179297', 'https://openalex.org/W2079351193', 'https://openalex.org/W2079770868', 'https://openalex.org/W2080951458', 'https://openalex.org/W2084358449', 'https://openalex.org/W2086381828', 'https://openalex.org/W2087303763', 'https://openalex.org/W2087451427', 'https://openalex.org/W2088127338', 'https://openalex.org/W2088466641', 'https://openalex.org/W2088796077', 'https://openalex.org/W2088887588', 'https://openalex.org/W2089846971', 'https://openalex.org/W2090357978', 'https://openalex.org/W2090775736', 'https://openalex.org/W2091202088', 'https://openalex.org/W2091318950', 'https://openalex.org/W2091392709', 'https://openalex.org/W2091906388', 'https://openalex.org/W2092548622', 'https://openalex.org/W2092594036', 'https://openalex.org/W2092730500', 'https://openalex.org/W2093311386', 'https://openalex.org/W2093456323', 'https://openalex.org/W2093602450', 'https://openalex.org/W2094102206', 'https://openalex.org/W2094637188', 'https://openalex.org/W2095647323', 'https://openalex.org/W2096052879', 'https://openalex.org/W2097440479', 'https://openalex.org/W2101095383', 'https://openalex.org/W2101282194', 'https://openalex.org/W2101334128', 'https://openalex.org/W2104575449', 'https://openalex.org/W2104784973', 'https://openalex.org/W2104886804', 'https://openalex.org/W2108395352', 'https://openalex.org/W2108469351', 'https://openalex.org/W2108990127', 'https://openalex.org/W2111095620', 'https://openalex.org/W2112501767', 'https://openalex.org/W2112527401', 'https://openalex.org/W2112876062', 'https://openalex.org/W2113127248', 'https://openalex.org/W2113532276', 'https://openalex.org/W2115017507', 'https://openalex.org/W2115113626', 'https://openalex.org/W2115865170', 'https://openalex.org/W2116376209', 'https://openalex.org/W2116532199', 'https://openalex.org/W2117304999', 'https://openalex.org/W2117474477', 'https://openalex.org/W2117684832', 'https://openalex.org/W2117873449', 'https://openalex.org/W2118871591', 'https://openalex.org/W2119402183', 'https://openalex.org/W2119874464', 'https://openalex.org/W2120259577', 'https://openalex.org/W2122320288', 'https://openalex.org/W2122825543', 'https://openalex.org/W2123199678', 'https://openalex.org/W2123225824', 'https://openalex.org/W2125193929', 'https://openalex.org/W2126927216', 'https://openalex.org/W2127870850', 'https://openalex.org/W2128042129', 'https://openalex.org/W2128251808', 'https://openalex.org/W2128466016', 'https://openalex.org/W2129030910', 'https://openalex.org/W2130048823', 'https://openalex.org/W2130371234', 'https://openalex.org/W2130654277', 'https://openalex.org/W2132594091', 'https://openalex.org/W2132782405', 'https://openalex.org/W2133502275', 'https://openalex.org/W2133958955', 'https://openalex.org/W2134676768', 'https://openalex.org/W2135264250', 'https://openalex.org/W2136857670', 'https://openalex.org/W2137296158', 'https://openalex.org/W2137554996', 'https://openalex.org/W2139031580', 'https://openalex.org/W2139276378', 'https://openalex.org/W2139799171', 'https://openalex.org/W2140082297', 'https://openalex.org/W2140904217', 'https://openalex.org/W2141141646', 'https://openalex.org/W2141279969', 'https://openalex.org/W2141536381', 'https://openalex.org/W2141724543', 'https://openalex.org/W2141938647', 'https://openalex.org/W2143426320', 'https://openalex.org/W2143826137', 'https://openalex.org/W2143882983', 'https://openalex.org/W2145138920', 'https://openalex.org/W2145680887', 'https://openalex.org/W2146089088', 'https://openalex.org/W2146594014', 'https://openalex.org/W2148080251', 'https://openalex.org/W2148260481', 'https://openalex.org/W2148334755', 'https://openalex.org/W2148601182', 'https://openalex.org/W2148782378', 'https://openalex.org/W2149862198', 'https://openalex.org/W2152681246', 'https://openalex.org/W2153171432', 'https://openalex.org/W2153448337', 'https://openalex.org/W2154070764', 'https://openalex.org/W2154118775', 'https://openalex.org/W2154758450', 'https://openalex.org/W2154829277', 'https://openalex.org/W2155232776', 'https://openalex.org/W2155830939', 'https://openalex.org/W2156504490', 'https://openalex.org/W2157609854', 'https://openalex.org/W2157633021', 'https://openalex.org/W2158485497', 'https://openalex.org/W2158766056', 'https://openalex.org/W2159061031', 'https://openalex.org/W2159722604', 'https://openalex.org/W2160034813', 'https://openalex.org/W2160266567', 'https://openalex.org/W2160449755', 'https://openalex.org/W2160598114', 'https://openalex.org/W2160976404', 'https://openalex.org/W2161132782', 'https://openalex.org/W2161160938', 'https://openalex.org/W2162615138', 'https://openalex.org/W2164515599', 'https://openalex.org/W2166406463', 'https://openalex.org/W2166631541', 'https://openalex.org/W2167265771', 'https://openalex.org/W2167345430', 'https://openalex.org/W2167868121', 'https://openalex.org/W2167969178', 'https://openalex.org/W2168680654', 'https://openalex.org/W2171225117', 'https://openalex.org/W2171723438', 'https://openalex.org/W2171831801', 'https://openalex.org/W2173950059', 'https://openalex.org/W2176140930', 'https://openalex.org/W2176287621', 'https://openalex.org/W2179333161', 'https://openalex.org/W2179914359', 'https://openalex.org/W2181899595', 'https://openalex.org/W2189465200', 'https://openalex.org/W2198940986', 'https://openalex.org/W2251970929', 'https://openalex.org/W2252433728', 'https://openalex.org/W2263292588', 'https://openalex.org/W2273284117', 'https://openalex.org/W2277793718', 'https://openalex.org/W2294281715', 'https://openalex.org/W2295582178', 'https://openalex.org/W2302380891', 'https://openalex.org/W2321142506', 'https://openalex.org/W2324938769', 'https://openalex.org/W2336678555', 'https://openalex.org/W2344823654', 'https://openalex.org/W2382824637', 'https://openalex.org/W242464784', 'https://openalex.org/W2476325920', 'https://openalex.org/W2476677681', 'https://openalex.org/W2504629029', 'https://openalex.org/W2582524520', 'https://openalex.org/W2614349964', 'https://openalex.org/W2616180702', 'https://openalex.org/W2794779528', 'https://openalex.org/W2911978475', 'https://openalex.org/W2950087131', 'https://openalex.org/W2950943617', 'https://openalex.org/W2951163624', 'https://openalex.org/W2998216295', 'https://openalex.org/W3144113100', 'https://openalex.org/W3146116728', 'https://openalex.org/W4205769288', 'https://openalex.org/W4205779493', 'https://openalex.org/W4210423042', 'https://openalex.org/W4210790338', 'https://openalex.org/W4230514865', 'https://openalex.org/W4232664873', 'https://openalex.org/W4234374866', 'https://openalex.org/W4235770660', 'https://openalex.org/W4244883719', 'https://openalex.org/W425347872', 'https://openalex.org/W4253588326', 'https://openalex.org/W4285719527', 'https://openalex.org/W4298357390', 'https://openalex.org/W4300998128', 'https://openalex.org/W569000258', 'https://openalex.org/W84185034', 'https://openalex.org/W95767997'], 'related_works': ['https://openalex.org/W4292199793', 'https://openalex.org/W2885663991', 'https://openalex.org/W2327340211', 'https://openalex.org/W2295388821', 'https://openalex.org/W2282195379', 'https://openalex.org/W2102312026', 'https://openalex.org/W2089784006', 'https://openalex.org/W2071433170', 'https://openalex.org/W2027542625', 'https://openalex.org/W2003288100'], 'abstract_inverted_index': {'Neuroimaging-based': [0], 'single': [1, 69, 155, 228, 291], 'subject': [2, 70, 156, 229, 292], 'prediction': [3, 71, 157, 230, 293], 'of': [4, 17, 33, 42, 82, 89, 132, 153, 158, 172, 180, 224, 231, 238, 294], 'brain': [5, 76, 159, 199, 295], 'disorders': [6, 49, 296], 'has': [7], 'gained': [8], 'increasing': [9, 284], 'attention': [10], 'in': [11, 94, 263], 'recent': [12], 'years.': [13], 'Using': [14], 'a': [15, 74, 87, 98, 176], 'variety': [16], 'neuroimaging': [18, 225], 'modalities': [19], 'such': [20, 50, 125, 193, 258, 276], 'as': [21, 51, 126, 194, 259, 277], 'structural,': [22], 'functional': [23], 'and': [24, 47, 53, 115, 130, 135, 140, 186, 206, 270, 289, 308], 'diffusion': [25], 'MRI,': [26], 'along': [27], 'with': [28, 44, 97, 282], 'machine': [29, 177, 273], 'learning': [30, 178, 208, 274, 279], 'techniques,': [31], 'hundreds': [32], 'studies': [34, 59, 124, 174], 'have': [35, 60, 280], 'been': [36, 61], 'carried': [37], 'out': [38], 'for': [39, 227, 286], 'accurate': [40], 'classification': [41, 205], 'patients': [43], 'heterogeneous': [45], 'mental': [46], 'neurodegenerative': [48], 'schizophrenia': [52], "Alzheimer's": [54, 106], 'disease.': [55], 'More': [56], 'than': [57, 91], '500': [58], 'published': [62], 'during': [63, 297], 'the': [64, 79, 149, 162, 221, 235, 244, 260, 306, 313], 'past': [65, 307], 'quarter': [66], 'century': [67], 'on': [68, 73, 100, 169, 213], 'focused': [72], 'multiple': [75], 'disorders.': [77, 160, 233], 'In': [78, 161, 301], 'first': [80], 'part': [81], 'this': [83, 95, 145, 214, 239, 264, 302], 'study,': [84], 'we': [85, 165, 304], 'provide': [86], 'survey': [88, 305], 'more': [90], '200': [92], 'reports': [93], 'field': [96, 241], 'focus': [99], 'schizophrenia,': [101], 'mild': [102], 'cognitive': [103], 'impairment': [104], '(MCI),': [105], 'disease': [107, 113, 203], '(AD),': [108], 'depressive': [109], 'disorders,': [110], 'autism': [111], 'spectrum': [112], '(ASD)': [114], 'attention-deficit': [116], 'hyperactivity': [117], 'disorder': [118], '(ADHD).': [119], 'Detailed': [120], 'information': [121], 'about': [122], 'those': [123, 173], 'sample': [127, 246], 'size,': [128, 247], 'type': [129], 'number': [131], 'extracted': [133], 'features': [134], 'reported': [136], 'accuracy': [137], 'are': [138, 184, 188, 209], 'summarized': [139], 'discussed.': [141, 211], 'To': [142], 'our': [143, 167], 'knowledge,': [144], 'is': [146, 217, 242], 'by': [147, 253], 'far': [148], 'most': [150], 'comprehensive': [151], 'review': [152], 'neuroimaging-based': [154], 'second': [163], 'part,': [164], 'present': [166], 'opinion': [168], 'major': [170], 'pitfalls': [171], 'from': [175], 'point': [179], 'view.': [181], 'Common': [182], 'biases': [183], 'discussed': [185, 262], 'suggestions': [187], 'provided.': [189], 'Moreover,': [190], 'emerging': [191], 'trends': [192], 'decentralized': [195], 'data': [196, 226, 255, 268], 'sharing,': [197], 'multimodal': [198], 'imaging,': [200], 'differential': [201], 'diagnosis,': [202], 'subtype': [204], 'deep': [207, 278], 'also': [210], 'Based': [212], 'survey,': [215], 'there': [216], 'extensive': [218], 'evidence': [219], 'showing': [220], 'great': [222], 'potential': [223], 'various': [232], 'However,': [234], 'main': [236], 'bottleneck': [237], 'exciting': [240, 299], 'still': [243], 'limited': [245], 'which': [248], 'could': [249], 'be': [250], 'potentially': [251], 'addressed': [252], 'modern': [254], 'sharing': [256], 'models': [257], 'ones': [261], 'paper.': [265], 'Emerging': [266], 'big': [267], 'technologies': [269], 'advanced': [271], 'data-intensive': [272], 'methodologies': [275], 'coincided': [281], 'an': [283, 298], 'need': [285], 'accurate,': [287], 'robust': [288], 'generalizable': [290], 'time.': [300], 'report,': [303], 'offer': [309], 'some': [310], 'opinions': [311], 'regarding': [312], 'road': [314], 'ahead.': [315]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2310177520', 'counts_by_year': [{'year': 2024, 'cited_by_count': 59}, {'year': 2023, 'cited_by_count': 102}, {'year': 2022, 'cited_by_count': 100}, {'year': 2021, 'cited_by_count': 114}, {'year': 2020, 'cited_by_count': 139}, {'year': 2019, 'cited_by_count': 114}, {'year': 2018, 'cited_by_count': 97}, {'year': 2017, 'cited_by_count': 49}, {'year': 2016, 'cited_by_count': 10}, {'year': 2015, 'cited_by_count': 1}], 'updated_date': '2024-09-13T13:37:06.030632', 'created_date': '2016-06-24'}