{"id":"https://openalex.org/W4403925918","doi":"https://doi.org/10.1016/j.cell.2024.09.022","title":"Empowering biomedical discovery with AI agents","display_name":"Empowering biomedical discovery with AI agents","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4403925918","doi":"https://doi.org/10.1016/j.cell.2024.09.022","pmid":"https://pubmed.ncbi.nlm.nih.gov/39486399"},"language":"en","primary_location":{"id":"doi:10.1016/j.cell.2024.09.022","doi":"https://doi.org/10.1016/j.cell.2024.09.022","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cell.2024.09.022","pdf_url":null,"source":{"id":"https://openalex.org/S110447773","display_name":"Cell","issn_l":"0092-8674","issn":["0092-8674","1097-4172"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315673","host_organization_name":"Cell Press","host_organization_lineage":["https://openalex.org/P4310315673","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Cell Press","Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cell","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.cell.2024.09.022","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111361941","display_name":"Shanghua Gao","orcid":"https://orcid.org/0000-0002-7055-2703","observed_orcids":["https://orcid.org/0000-0002-7055-2703"]},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shanghua Gao","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111010505","display_name":"Ada Fang","orcid":null,"observed_orcids":[]},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ada Fang","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA; Kempner Institute for the Study of Natural and Artificial Intelligence, Harvard University, Allston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA; Kempner Institute for the Study of Natural and Artificial Intelligence, Harvard University, Allston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109623971","display_name":"Yepeng Huang","orcid":"https://orcid.org/0009-0001-5007-4548","observed_orcids":["https://orcid.org/0009-0001-5007-4548"]},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yepeng Huang","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044314299","display_name":"Valentina Giunchiglia","orcid":"https://orcid.org/0000-0002-2165-7840","observed_orcids":["https://orcid.org/0000-0002-2165-7840"]},"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/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Valentina Giunchiglia","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Department of Brain Sciences, Imperial College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Department of Brain Sciences, Imperial College London, London, UK","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033357803","display_name":"Ayush Noori","orcid":"https://orcid.org/0000-0003-1420-1236","observed_orcids":["https://orcid.org/0000-0003-1420-1236"]},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayush Noori","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Harvard College, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Harvard College, Cambridge, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012775658","display_name":"Jonathan Richard Schwarz","orcid":null,"observed_orcids":[]},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Richard Schwarz","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006487374","display_name":"Yasha Ektefaie","orcid":"https://orcid.org/0000-0003-2759-4470","observed_orcids":["https://orcid.org/0000-0003-2759-4470"]},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yasha Ektefaie","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Program in Biomedical Informatics, Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Program in Biomedical Informatics, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045938069","display_name":"Jovana Kondic","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jovana Kondic","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, MIT, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, MIT, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086052373","display_name":"Marinka \u017ditnik","orcid":"https://orcid.org/0000-0001-8530-7228","observed_orcids":["https://orcid.org/0000-0001-8530-7228"]},"institutions":[{"id":"https://openalex.org/I107606265","display_name":"Broad Institute","ror":"https://ror.org/05a0ya142","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I107606265"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Marinka Zitnik","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Kempner Institute for the Study of Natural and Artificial Intelligence, Harvard University, Allston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Harvard Data Science Initiative, Cambridge, MA, USA. Electronic address: marinka@hms.harvard.edu"],"raw_orcid":"https://orcid.org/0000-0001-8530-7228","affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA; Kempner Institute for the Study of Natural and Artificial Intelligence, Harvard University, Allston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Harvard Data Science Initiative, Cambridge, MA, USA. Electronic address: marinka@hms.harvard.edu","institution_ids":["https://openalex.org/I107606265","https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086052373"],"corresponding_institution_ids":["https://openalex.org/I107606265","https://openalex.org/I136199984"],"apc_list":{"value":10400,"currency":"USD","value_usd":10400},"apc_paid":{"value":10400,"currency":"USD","value_usd":10400},"fwci":6.9193,"has_fulltext":true,"cited_by_count":342,"citation_normalized_percentile":{"value":0.98215803,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"187","issue":"22","first_page":"6125","last_page":"6151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.4772999882698059,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.4772999882698059,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T13904","display_name":"Artificial Intelligence Applications","score":0.2667999863624573,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.06560000032186508,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ai-agents","display_name":"AI agents","score":0.9520000219345093},{"id":"https://openalex.org/keywords/ai-scientists","display_name":"AI scientists","score":0.7710000276565552},{"id":"https://openalex.org/keywords/biomedical-discovery","display_name":"biomedical discovery","score":0.843999981880188},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.8939999938011169},{"id":"https://openalex.org/keywords/generative-models","display_name":"generative models","score":0.9570000171661377},{"id":"https://openalex.org/keywords/continual-learning","display_name":"continual learning","score":0.6000000238418579},{"id":"https://openalex.org/keywords/structured-memory","display_name":"structured memory","score":0.7229999899864197},{"id":"https://openalex.org/keywords/hypothesis-generation","display_name":"hypothesis generation","score":0.6690000295639038},{"id":"https://openalex.org/keywords/therapy-design","display_name":"therapy design","score":0.5979999899864197},{"id":"https://openalex.org/keywords/human-ai-collaboration","display_name":"human-AI collaboration","score":0.8299999833106995}],"concepts":[{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.9255385398864746},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.519097089767456},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.47413870692253113},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3556166887283325},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.29385706782341003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.11085978150367737}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1016/j.cell.2024.09.022","doi":"https://doi.org/10.1016/j.cell.2024.09.022","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cell.2024.09.022","pdf_url":null,"source":{"id":"https://openalex.org/S110447773","display_name":"Cell","issn_l":"0092-8674","issn":["0092-8674","1097-4172"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315673","host_organization_name":"Cell Press","host_organization_lineage":["https://openalex.org/P4310315673","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Cell Press","Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cell","raw_type":"journal-article"},{"id":"pmid:39486399","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39486399","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cell","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:2404.02831","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.02831","pdf_url":"https://arxiv.org/pdf/2404.02831","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2404.02831","doi":"https://doi.org/10.48550/arxiv.2404.02831","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2404.02831","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1016/j.cell.2024.09.022","doi":"https://doi.org/10.1016/j.cell.2024.09.022","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cell.2024.09.022","pdf_url":null,"source":{"id":"https://openalex.org/S110447773","display_name":"Cell","issn_l":"0092-8674","issn":["0092-8674","1097-4172"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315673","host_organization_name":"Cell Press","host_organization_lineage":["https://openalex.org/P4310315673","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Cell Press","Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cell","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G129393472","display_name":"CAREER: Geometric Deep Learning to Facilitate Algorithmic and Scientific Advances in Therapeutics","funder_award_id":"2339524","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3890676990","display_name":null,"funder_award_id":"FA8702-15-D-0001","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4950536974","display_name":null,"funder_award_id":"-0001","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5956758376","display_name":"DTP Bid Led by Imperial College London","funder_award_id":"MR/W00710X/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8684519707","display_name":null,"funder_award_id":"T32 HG002295","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G9000867193","display_name":"Measuring Neonatal Regionalization","funder_award_id":"R01HD108794","funder_id":"https://openalex.org/F4320337611","funder_display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development"},{"id":"https://openalex.org/G9000890243","display_name":"Training in Bioinformatics and Integrative Genomics","funder_award_id":"T32HG002295","funder_id":"https://openalex.org/F4320337348","funder_display_name":"National Human Genome Research Institute"}],"funders":[{"id":"https://openalex.org/F3179574403","display_name":"Milken Institute","ror":"https://ror.org/03f5t6469"},{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309254","display_name":"Harvard Medical School","ror":null},{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"},{"id":"https://openalex.org/F4320315474","display_name":"Chan Zuckerberg Initiative","ror":"https://ror.org/02qenvm24"},{"id":"https://openalex.org/F4320318016","display_name":"Aligning Science Across Parkinson\u2019s","ror":"https://ror.org/03zj4c476"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320334227","display_name":"Harvard Data Science Initiative, Harvard University","ror":null},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320337348","display_name":"National Human Genome Research Institute","ror":"https://ror.org/00baak391"},{"id":"https://openalex.org/F4320337611","display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","ror":"https://ror.org/04byxyr05"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403925918.pdf","grobid_xml":"https://content.openalex.org/works/W4403925918.grobid-xml"},"referenced_works_count":197,"referenced_works":["https://openalex.org/W1019830208","https://openalex.org/W1978257438","https://openalex.org/W1998061009","https://openalex.org/W2055043387","https://openalex.org/W2064208261","https://openalex.org/W2066636486","https://openalex.org/W2073307618","https://openalex.org/W2082704080","https://openalex.org/W2121774873","https://openalex.org/W2130479394","https://openalex.org/W2159400887","https://openalex.org/W2163605009","https://openalex.org/W2170146596","https://openalex.org/W2171585602","https://openalex.org/W2194775991","https://openalex.org/W2283795047","https://openalex.org/W2558999090","https://openalex.org/W2561754210","https://openalex.org/W2572857085","https://openalex.org/W2604527271","https://openalex.org/W2612467560","https://openalex.org/W2612519453","https://openalex.org/W2623431351","https://openalex.org/W2626778328","https://openalex.org/W2692768525","https://openalex.org/W2794134966","https://openalex.org/W2810986024","https://openalex.org/W2909924790","https://openalex.org/W2944727022","https://openalex.org/W2945840175","https://openalex.org/W2953641512","https://openalex.org/W2968071222","https://openalex.org/W2971690404","https://openalex.org/W2986579771","https://openalex.org/W3007309629","https://openalex.org/W3030163527","https://openalex.org/W3083030002","https://openalex.org/W3094540299","https://openalex.org/W3129576130","https://openalex.org/W3135367836","https://openalex.org/W3136983296","https://openalex.org/W3172368435","https://openalex.org/W3177813494","https://openalex.org/W3177828909","https://openalex.org/W3185456481","https://openalex.org/W3186179742","https://openalex.org/W3195285310","https://openalex.org/W3196769885","https://openalex.org/W3198002980","https://openalex.org/W3204360192","https://openalex.org/W3209856620","https://openalex.org/W3211795435","https://openalex.org/W3215285253","https://openalex.org/W3215529831","https://openalex.org/W4212774754","https://openalex.org/W4220681836","https://openalex.org/W4221117452","https://openalex.org/W4221152848","https://openalex.org/W4221161695","https://openalex.org/W4224912544","https://openalex.org/W4225576545","https://openalex.org/W4226227340","https://openalex.org/W4226269440","https://openalex.org/W4235138561","https://openalex.org/W4242177601","https://openalex.org/W4256361765","https://openalex.org/W4281483047","https://openalex.org/W4281557623","https://openalex.org/W4281690148","https://openalex.org/W4285306484","https://openalex.org/W4285428875","https://openalex.org/W4290086427","https://openalex.org/W4297253404","https://openalex.org/W4300196896","https://openalex.org/W4304185479","https://openalex.org/W4307472389","https://openalex.org/W4307475457","https://openalex.org/W4313453500","https://openalex.org/W4317757295","https://openalex.org/W4321453800","https://openalex.org/W4321594373","https://openalex.org/W4321611267","https://openalex.org/W4322718191","https://openalex.org/W4323572061","https://openalex.org/W4327550249","https://openalex.org/W4360612437","https://openalex.org/W4364355678","https://openalex.org/W4365205411","https://openalex.org/W4366507128","https://openalex.org/W4366999541","https://openalex.org/W4367186868","https://openalex.org/W4375858802","https://openalex.org/W4377111802","https://openalex.org/W4378189609","https://openalex.org/W4378505261","https://openalex.org/W4378838672","https://openalex.org/W4379769651","https://openalex.org/W4379933140","https://openalex.org/W4381586838","https://openalex.org/W4383097638","https://openalex.org/W4383108457","https://openalex.org/W4383473935","https://openalex.org/W4384071683","https://openalex.org/W4384111914","https://openalex.org/W4384812233","https://openalex.org/W4385490607","https://openalex.org/W4385570326","https://openalex.org/W4385571158","https://openalex.org/W4385682136","https://openalex.org/W4385774857","https://openalex.org/W4385848437","https://openalex.org/W4385925982","https://openalex.org/W4385948838","https://openalex.org/W4385963839","https://openalex.org/W4386332807","https://openalex.org/W4386528753","https://openalex.org/W4386554740","https://openalex.org/W4386554921","https://openalex.org/W4386655789","https://openalex.org/W4386907142","https://openalex.org/W4387268210","https://openalex.org/W4387293261","https://openalex.org/W4387349118","https://openalex.org/W4387432648","https://openalex.org/W4387436590","https://openalex.org/W4387440625","https://openalex.org/W4387835442","https://openalex.org/W4388481599","https://openalex.org/W4388910458","https://openalex.org/W4388964563","https://openalex.org/W4389156617","https://openalex.org/W4389518686","https://openalex.org/W4389520747","https://openalex.org/W4389544300","https://openalex.org/W4389584298","https://openalex.org/W4389670531","https://openalex.org/W4389761608","https://openalex.org/W4389894034","https://openalex.org/W4389991792","https://openalex.org/W4390041933","https://openalex.org/W4390572883","https://openalex.org/W4390833061","https://openalex.org/W4390874280","https://openalex.org/W4391034692","https://openalex.org/W4391211920","https://openalex.org/W4391215141","https://openalex.org/W4391561379","https://openalex.org/W4392596618","https://openalex.org/W4393065402","https://openalex.org/W4393147158","https://openalex.org/W4393160302","https://openalex.org/W4394608809","https://openalex.org/W4394828156","https://openalex.org/W4396723768","https://openalex.org/W4400518895","https://openalex.org/W4400734098","https://openalex.org/W4400869919","https://openalex.org/W4401023556","https://openalex.org/W4401042580","https://openalex.org/W4401042703","https://openalex.org/W4401415471","https://openalex.org/W4401416363","https://openalex.org/W4402670791","https://openalex.org/W4402671543","https://openalex.org/W4402704595","https://openalex.org/W4402776467","https://openalex.org/W4403122979","https://openalex.org/W4404782209","https://openalex.org/W4406152279","https://openalex.org/W4406800520","https://openalex.org/W4407922851","https://openalex.org/W4408363679","https://openalex.org/W4412158322","https://openalex.org/W4414333247","https://openalex.org/W6791955017","https://openalex.org/W6796581206","https://openalex.org/W6846254642","https://openalex.org/W6851950068","https://openalex.org/W6854164357","https://openalex.org/W6854715278","https://openalex.org/W6857936353","https://openalex.org/W6861553785","https://openalex.org/W7119001154","https://openalex.org/W7133193597","https://openalex.org/W7133202489","https://openalex.org/W7133204634","https://openalex.org/W7133208539","https://openalex.org/W7133209886","https://openalex.org/W7133211372","https://openalex.org/W7133220405","https://openalex.org/W7133222210","https://openalex.org/W7133224126","https://openalex.org/W7133231369","https://openalex.org/W7133233472","https://openalex.org/W7133236450","https://openalex.org/W7133236469","https://openalex.org/W7133238263"],"related_works":["https://openalex.org/W7167845123","https://openalex.org/W7166670120","https://openalex.org/W4411005431","https://openalex.org/W7169550952","https://openalex.org/W7162465233","https://openalex.org/W7139043501","https://openalex.org/W7161752743","https://openalex.org/W7213206525","https://openalex.org/W7131698947","https://openalex.org/W7213448937"],"abstract_inverted_index":{"We":[0],"envision":[1],"\"AI":[2],"scientists\"":[3],"as":[4],"systems":[5],"capable":[6],"of":[7,34,125,130],"skeptical":[8],"learning":[9,99,103],"and":[10,23,44,56,73,78,90,100,111,127],"reasoning":[11],"that":[12,19],"empower":[13],"biomedical":[14,24,38],"research":[15],"through":[16],"collaborative":[17],"agents":[18,40,61,85,114],"integrate":[20],"AI":[21,39,60,113],"models":[22,89,92],"tools":[25,104],"with":[26,46],"experimental":[27],"platforms.":[28],"Rather":[29],"than":[30],"taking":[31],"humans":[32],"out":[33],"the":[35,128],"discovery":[36,71],"process,":[37],"combine":[41],"human":[42],"creativity":[43],"expertise":[45],"AI's":[47],"ability":[48],"to":[49,64,76,93,105,133],"analyze":[50],"large":[51,87],"datasets,":[52],"navigate":[53],"hypothesis":[54],"spaces,":[55],"execute":[57],"repetitive":[58],"tasks.":[59],"are":[62],"poised":[63],"be":[65],"proficient":[66],"in":[67,81],"various":[68],"tasks,":[69],"planning":[70],"workflows":[72],"performing":[74],"self-assessment":[75],"identify":[77],"mitigate":[79],"gaps":[80],"their":[82],"knowledge.":[83],"These":[84],"use":[86,101],"language":[88],"generative":[91],"feature":[94],"structured":[95],"memory":[96],"for":[97],"continual":[98],"machine":[102],"incorporate":[106],"scientific":[107],"knowledge,":[108],"biological":[109],"principles,":[110],"theories.":[112],"can":[115],"impact":[116],"areas":[117],"ranging":[118],"from":[119],"virtual":[120],"cell":[121],"simulation,":[122],"programmable":[123],"control":[124],"phenotypes,":[126],"design":[129],"cellular":[131],"circuits":[132],"developing":[134],"new":[135],"therapies.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":190},{"year":2025,"cited_by_count":140},{"year":2024,"cited_by_count":12}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2024-10-31T00:00:00"}