{"id":"https://openalex.org/W4403578817","doi":"https://doi.org/10.48550/arxiv.2410.12793","title":"Environment Scan of Generative AI Infrastructure for Clinical and\n Translational Science","display_name":"Environment Scan of Generative AI Infrastructure for Clinical and\n Translational Science","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4403578817","doi":"https://doi.org/10.48550/arxiv.2410.12793"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.12793","pdf_url":"http://arxiv.org/pdf/2410.12793","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://arxiv.org/pdf/2410.12793","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046632480","display_name":"Betina Idnay","orcid":"https://orcid.org/0000-0002-4318-5987"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Idnay, Betina","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101623271","display_name":"Zihan Xu","orcid":"https://orcid.org/0000-0002-5100-1439"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Zihan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058583723","display_name":"William G. Adams","orcid":"https://orcid.org/0000-0002-5330-0010"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adams, William G.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059342685","display_name":"Mohammad Adibuzzaman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adibuzzaman, Mohammad","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044506866","display_name":"Nicholas R. Anderson","orcid":"https://orcid.org/0000-0001-6301-5224"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anderson, Nicholas R.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004793396","display_name":"Neil Bahroos","orcid":"https://orcid.org/0000-0002-6522-1213"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bahroos, Neil","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063670687","display_name":"Douglas S. Bell","orcid":"https://orcid.org/0000-0002-5063-8294"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bell, Douglas S.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061842203","display_name":"V. K. Cody Bumgardner","orcid":"https://orcid.org/0000-0001-9588-3501"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bumgardner, Cody","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059954337","display_name":"Thomas R. Campion","orcid":"https://orcid.org/0000-0001-7624-769X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Campion, Thomas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002816287","display_name":"Mario Castro","orcid":"https://orcid.org/0000-0003-3288-6144"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Castro, Mario","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085160284","display_name":"James J. Cimino","orcid":"https://orcid.org/0000-0003-4101-1622"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cimino, James J.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076810459","display_name":"I. Glenn Cohen","orcid":"https://orcid.org/0000-0002-0223-3305"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cohen, I. Glenn","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009855380","display_name":"David A Dorr","orcid":"https://orcid.org/0000-0003-2318-7261"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dorr, David","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070359287","display_name":"Peter L. Elkin","orcid":"https://orcid.org/0000-0001-9616-6811"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elkin, Peter L","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043910718","display_name":"Jungwei Fan","orcid":"https://orcid.org/0000-0001-6349-3752"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fan, Jungwei W.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078029994","display_name":"Todd Ferris","orcid":"https://orcid.org/0000-0002-2516-5704"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ferris, Todd","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089373018","display_name":"David J. Foran","orcid":"https://orcid.org/0000-0002-0090-0055"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Foran, David J.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108760357","display_name":"David Hanauer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanauer, David","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020530048","display_name":"Murray Hogarth","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hogarth, Mike","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079411042","display_name":"Kun Huang","orcid":"https://orcid.org/0000-0002-9391-149X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huang, Kun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001020883","display_name":"Jayashree Kalpathy-Cramer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kalpathy-Cramer, Jayashree","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028691448","display_name":"Manoj Kandpal","orcid":"https://orcid.org/0000-0002-0595-8627"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kandpal, Manoj","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046187975","display_name":"Niranjan S. Karnik","orcid":"https://orcid.org/0000-0001-7650-3008"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karnik, Niranjan S.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085832236","display_name":"Avnish Katoch","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katoch, Avnish","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052315320","display_name":"Albert M. Lai","orcid":"https://orcid.org/0000-0002-9241-2656"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lai, Albert M.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072212604","display_name":"Christophe Lambert","orcid":"https://orcid.org/0000-0002-7727-2018"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lambert, Christophe G.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100383618","display_name":"Lang Li","orcid":"https://orcid.org/0000-0002-5334-8719"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Lang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006953289","display_name":"Christopher J. Lindsell","orcid":"https://orcid.org/0000-0002-3297-2811"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lindsell, Christopher","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021864206","display_name":"Jinze Liu","orcid":"https://orcid.org/0000-0003-0692-8793"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Jinze","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083081872","display_name":"Zhiyong Lu","orcid":"https://orcid.org/0000-0001-9998-916X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu, Zhiyong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438267","display_name":"Yuan Luo","orcid":"https://orcid.org/0000-0003-1767-8806"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luo, Yuan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082558927","display_name":"Peter B. McGarvey","orcid":"https://orcid.org/0000-0002-8312-6017"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"McGarvey, Peter","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107413159","display_name":"Eneida A. Mendon\u00e7a","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mendonca, Eneida A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062137716","display_name":"Parsa Mirhaji","orcid":"https://orcid.org/0000-0003-1093-5793"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mirhaji, Parsa","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087242254","display_name":"Shawn N. Murphy","orcid":"https://orcid.org/0000-0002-1905-8806"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Murphy, Shawn","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085958503","display_name":"John D. Osborne","orcid":"https://orcid.org/0000-0002-0851-1150"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Osborne, John D.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075696701","display_name":"Ioannis Ch. Paschalidis","orcid":"https://orcid.org/0000-0002-3343-2913"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paschalidis, Ioannis C.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016939870","display_name":"Paul A. Harris","orcid":"https://orcid.org/0000-0002-1744-2011"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Harris, Paul A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063662396","display_name":"Fred Prior","orcid":"https://orcid.org/0000-0002-6314-5683"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prior, Fred","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005139471","display_name":"Nicholas J. Shaheen","orcid":"https://orcid.org/0000-0001-6602-5647"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaheen, Nicholas J.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020440564","display_name":"Nawar Shara","orcid":"https://orcid.org/0000-0002-9005-252X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shara, Nawar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088317099","display_name":"Ida Sim","orcid":"https://orcid.org/0000-0002-1045-8459"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sim, Ida","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030972966","display_name":"Umberto Tachinardi","orcid":"https://orcid.org/0000-0001-6205-3800"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tachinardi, Umberto","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019516493","display_name":"Lemuel R. Waitman","orcid":"https://orcid.org/0000-0003-4748-2898"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Waitman, Lemuel R.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059353364","display_name":"Rosalind J. Wright","orcid":"https://orcid.org/0000-0002-4262-2807"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wright, Rosalind J.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077971003","display_name":"Adrian Zai","orcid":"https://orcid.org/0000-0002-2972-6839"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zai, Adrian H.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005201276","display_name":"Kai Zheng","orcid":"https://orcid.org/0000-0002-2939-0669"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheng, Kai","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078396917","display_name":"Sandra Soo\u2010Jin Lee","orcid":"https://orcid.org/0000-0002-2312-9814"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lee, Sandra Soo-Jin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090647314","display_name":"Bradley Malin","orcid":"https://orcid.org/0000-0003-3040-5175"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Malin, Bradley A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080516734","display_name":"Karthik Natarajan","orcid":"https://orcid.org/0000-0002-9066-9431"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Natarajan, Karthik","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075748150","display_name":"W. Nicholson Price","orcid":"https://orcid.org/0000-0003-0729-290X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Price II, W. Nicholson","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100422092","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0002-8132-6250"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Rui","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102798196","display_name":"Yiye Zhang","orcid":"https://orcid.org/0000-0003-3494-2699"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Yiye","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052736827","display_name":"Hua Xu","orcid":"https://orcid.org/0000-0003-0505-1862"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Hua","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103079061","display_name":"Jiang Bian","orcid":"https://orcid.org/0000-0001-9642-6054"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bian, Jiang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009604048","display_name":"Chunhua Weng","orcid":"https://orcid.org/0000-0002-9624-0214"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weng, Chunhua","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5085113833","display_name":"Yifan Peng","orcid":"https://orcid.org/0000-0001-9309-8331"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peng, Yifan","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":84},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.7004,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.7004,"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"}},{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.6507,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/translational-science","display_name":"Translational Science","score":0.5926606},{"id":"https://openalex.org/keywords/translational-medicine","display_name":"Translational Medicine","score":0.43356103}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6134428},{"id":"https://openalex.org/C57634137","wikidata":"https://www.wikidata.org/wiki/Q474859","display_name":"Translational science","level":2,"score":0.5926606},{"id":"https://openalex.org/C162264550","wikidata":"https://www.wikidata.org/wiki/Q17112037","display_name":"Translational medicine","level":2,"score":0.43356103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3875767},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3257899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3158732},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23272726},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.071631014}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.12793","pdf_url":"http://arxiv.org/pdf/2410.12793","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.12793","pdf_url":"http://arxiv.org/pdf/2410.12793","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4317433677","https://openalex.org/W4252854126","https://openalex.org/W415804204","https://openalex.org/W3132560410","https://openalex.org/W3029661635","https://openalex.org/W2374272506","https://openalex.org/W2287688836","https://openalex.org/W2148287292","https://openalex.org/W2100269789","https://openalex.org/W1999344992"],"abstract_inverted_index":{"This":[0,75,215],"study":[1,140,216],"reports":[2],"a":[3,95,123,148,170,231],"comprehensive":[4],"environmental":[5],"scan":[6],"of":[7,45,49,60,81,99,126,136,212,225,242],"the":[8,14,27,37,46,53,57,78,112,133,164,167,207,221],"generative":[9],"AI":[10],"(GenAI)":[11],"infrastructure":[12],"in":[13,132,144,157,228],"national":[15],"network":[16],"for":[17,40,151,169,233,239],"clinical":[18],"and":[19,29,73,90,107,115,160,186,198,209,223,244],"translational":[20],"science":[21],"across":[22],"36":[23],"institutions":[24,69,101,234],"supported":[25],"by":[26,36,93],"Clinical":[28],"Translational":[30,42],"Science":[31],"Award":[32],"(CTSA)":[33],"Program":[34],"led":[35],"National":[38,47],"Center":[39],"Advancing":[41],"Sciences":[43],"(NCATS)":[44],"Institutes":[48],"Health":[50],"(NIH)":[51],"at":[52],"United":[54],"States.":[55],"With":[56],"rapid":[58],"advancement":[59],"GenAI":[61,82,118,137,175,194,213,226,238],"technologies,":[62],"including":[63],"large":[64],"language":[65],"models":[66],"(LLMs),":[67],"healthcare":[68],"face":[70],"unprecedented":[71],"opportunities":[72,224],"challenges.":[74],"research":[76],"explores":[77],"current":[79],"status":[80],"integration,":[83],"focusing":[84],"on":[85],"stakeholder":[86,199],"roles,":[87],"governance":[88,145],"structures,":[89],"ethical":[91,161,208],"considerations":[92],"administering":[94],"survey":[96],"among":[97,179],"leaders":[98],"health":[100,108],"(i.e.,":[102],"representing":[103],"academic":[104],"medical":[105],"centers":[106],"systems)":[109],"to":[110,174,205,236],"assess":[111],"institutional":[113,127],"readiness":[114],"approach":[116,173],"towards":[117],"adoption.":[119],"Key":[120],"findings":[121],"indicate":[122],"diverse":[124],"range":[125],"strategies,":[128],"with":[129,147],"most":[130],"organizations":[131],"experimental":[134],"phase":[135],"deployment.":[138],"The":[139],"highlights":[141],"significant":[142],"variations":[143],"models,":[146],"strong":[149],"preference":[150],"centralized":[152],"decision-making":[153],"but":[154],"notable":[155],"gaps":[156],"workforce":[158],"training":[159],"oversight.":[162],"Moreover,":[163],"results":[165],"underscore":[166],"need":[168],"more":[171],"coordinated":[172],"governance,":[176],"emphasizing":[177],"collaboration":[178],"senior":[180],"leaders,":[181],"clinicians,":[182],"information":[183],"technology":[184],"staff,":[185],"researchers.":[187],"Our":[188],"analysis":[189],"also":[190],"reveals":[191],"concerns":[192],"regarding":[193],"bias,":[195],"data":[196],"security,":[197],"trust,":[200],"which":[201],"must":[202],"be":[203],"addressed":[204],"ensure":[206],"effective":[210],"implementation":[211],"technologies.":[214],"offers":[217],"valuable":[218],"insights":[219],"into":[220],"challenges":[222],"integration":[227],"healthcare,":[229],"providing":[230],"roadmap":[232],"aiming":[235],"leverage":[237],"improved":[240],"quality":[241],"care":[243],"operational":[245],"efficiency.":[246]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4403578817","counts_by_year":[],"updated_date":"2024-12-12T14:49:19.734953","created_date":"2024-10-20"}