Academic Journal
Environment scan of generative AI infrastructure for clinical and translational science.
| Τίτλος: | Environment scan of generative AI infrastructure for clinical and translational science. |
|---|---|
| Συγγραφείς: | Idnay B; Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY USA., Xu Z; Department of Population Health Sciences, Weill Cornell Medicine, New York, NY USA., Adams WG; Department of Pediatrics, Boston Medical Center, Boston, MA, USA; Chobanian & Avedisian School of Medicine, Boston University, Boston, MA USA., Adibuzzaman M; Oregon Clinical and Translational Research Institute, Oregon Health and Science University, Portland, OR USA., Anderson NR; Department of Public Health Sciences, University of California, Davis, Davis, CA USA., Bahroos N; Keck School of Medicine, University of Southern California, Los Angeles, CA USA., Bell DS; Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA USA., Bumgardner C; Department of Pathology and Laboratory Medicine, University of Kentucky College of Medicine, Lexington, KY USA., Campion T; Department of Population Health Sciences, Weill Cornell Medicine, New York, NY USA.; Clinical and Translational Science Center, Weill Cornell Medicine, New York, NY USA., Castro M; Division of Pulmonary, Critical Care and Sleep Medicine, University of Kansas School of Medicine, Kansas City, KS USA., Cimino JJ; Department of Biomedical Informatics and Data Science, Heersink School of Medicine, University of Alabama, Birmingham, AL USA., Cohen IG; Harvard Law School, Petrie-Flom Center for Health Law Policy, Biotechnology, and Bioethics, Harvard University, Cambridge, MA USA., Dorr D; Oregon Clinical and Translational Research Institute, Oregon Health and Science University, Portland, OR USA., Elkin PL; Department of Biomedical Informatics, University at Buffalo, Buffalo, NY USA., Fan JW; Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN USA., Ferris T; Technology and Digital Solutions, Stanford Medicine, Stanford University, Stanford, CA USA., Foran DJ; Center for Biomedical Informatics, Rutgers Cancer Institute, New Brunswick, NJ USA., Hanauer D; Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI USA., Hogarth M; Altman Clinical and Translational Research Institute (ACTRI), University of California San Diego, La Jolla, CA USA., Huang K; Department of Biostatistics and Health Data Science, School of Medicine, Indiana University, Indianapolis, IN USA., Kalpathy-Cramer J; Department of Ophthalmology, CCTSI, University of Colorado, Aurora, CO USA., Kandpal M; Center for Clinical and Translational Science, Rockefeller University Hospital, Rockefeller University, New York, NY USA., Karnik NS; AI.Health4All Center, Center for Clinical & Translational Science, and Department of Psychiatry, University of Illinois Chicago, Chicago, IL USA., Katoch A; Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA USA.; Penn State Clinical and Translational Science Institute, Hershey, USA., Lai AM; Department of Medicine, Washington University School of Medicine, St. Louis, MO USA., Lambert CG; Division of Translational Informatics, Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM USA., Li L; Department of Biomedical Informatics, The Ohio State University, Columbus, OH USA., Lindsell C; Duke Clinical Research Institute, Duke University, Durham, NC USA., Liu J; Department of Population Health, Virginia Commonwealth University, Richmond, VA USA., Lu Z; Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD USA., Luo Y; Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL USA., McGarvey P; Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC USA., Mendonca EA; Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH USA., Mirhaji P; Institute for Clinical Translational Research, Albert Einstein College of Medicine, New York, NY USA., Murphy S; Department of Neurology, Mass General Brigham, Somerville, MA USA., Osborne JD; Department of Medicine, University of Alabama, Birmingham, AL USA., Paschalidis IC; College of Engineering and Faculty of Computing & Data Sciences, Boston University, Boston, MA USA., Harris PA; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN USA., Prior F; Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR USA., Shaheen NJ; Division of Gastroenterology and Hepatology, University of North Carolina School of Medicine, Chapel Hill, North Carolina USA., Shara N; Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC USA., Sim I; Department of Medicine, University of California, San Francisco, San Francisco, CA USA., Tachinardi U; Department of Biostatistics, Health Informatics and Data Sciences, University of Cincinnati College of Medicine, Cincinnati, OH USA., Waitman LR; Department of Biomedical Informatics, Biostatistics, and Medical Epidemiology, School of Medicine, University of Missouri, Columbia, MO USA., Wright RJ; Department of Public Health, Icahn School of Medicine at Mount Sinai, New York, NY USA., Zai AH; Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, MA USA., Zheng K; Department of Informatics, University of California, Irvine, Irvine, CA USA., Lee SS; Department of Medical Humanities and Ethics, Columbia University, New York, NY USA., Malin BA; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN USA., Natarajan K; Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY USA., Price Ii WN; Michigan Law School, University of Michigan, Ann Arbor, MI USA., Zhang R; Division of Computational Health Sciences, Medical School, University of Minnesota, Minneapolis, MN USA., Zhang Y; Department of Population Health Sciences, Weill Cornell Medicine, New York, NY USA., Xu H; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, CT USA., Bian J; Health Outcomes & Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL USA.; Present Address: Biostatistics and Health Data Science, School of Medicine, Indiana University, IN, USA.; Present Address: Regenstrief Institute, Indianapolis, IN USA., Weng C; Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY USA.; The Irving Institute for Clinical and Translational Research, Columbia University, New York, NY USA., Peng Y; Department of Population Health Sciences, Weill Cornell Medicine, New York, NY USA.; Clinical and Translational Science Center, Weill Cornell Medicine, New York, NY USA. |
| Πηγή: | Npj health systems [Npj Health Syst] 2025; Vol. 2 (1), pp. 4. Date of Electronic Publication: 2025 Jan 25. |
| Τύπος έκδοσης: | Journal Article |
| Γλώσσα: | English |
| Στοιχεία περιοδικού: | Publisher: Nature Publishing Group UK Country of Publication: England NLM ID: 9918956761506676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 3005-1959 (Electronic) Linking ISSN: 30051959 NLM ISO Abbreviation: Npj Health Syst Subsets: PubMed not MEDLINE |
| Imprint Name(s): | Original Publication: London : Nature Publishing Group UK, [2024]- |
| Περίληψη: | This study reports a comprehensive environmental scan of the generative AI (GenAI) infrastructure in the national network for clinical and translational science across 36 institutions supported by the CTSA Program led by the National Center for Advancing Translational Sciences (NCATS) of the National Institutes of Health (NIH) at the United States. Key findings indicate a diverse range of institutional strategies, with most organizations in the experimental phase of GenAI deployment. The results underscore the need for a more coordinated approach to GenAI governance, emphasizing collaboration among senior leaders, clinicians, information technology staff, and researchers. Our analysis reveals that 53% of institutions identified data security as a primary concern, followed by lack of clinician trust (50%) and AI bias (44%), which must be addressed to ensure the ethical and effective implementation of GenAI technologies. (© The Author(s) 2025.) |
| Competing Interests: | Competing interestsI.G.C. is a member of the Bayer Bioethics Council, the Chair of the ethics advisory board for Illumina, and an advisor for World Class Health. He was also compensated for speaking at events organized by Philips with the Washington Post, by the Doctors Company and Danaher, attending the Transformational Therapeutics Leadership Forum organized by Galen Atlantica. He has been retained as an expert in health privacy, gender-affirming care, and reproductive technology lawsuits. Y.Z. serves as the editor but is not involved in the decision-making process for this paper. |
| Σχόλια: | Update of: ArXiv. 2024 Sep 28:arXiv:2410.12793v1.. (PMID: 41031081) |
| References: | BMJ Health Care Inform. 2021 Dec;28(1):. (PMID: 34887331) J Am Med Inform Assoc. 2023 Jun 20;30(7):1225-1226. (PMID: 37337923) Pharmacy (Basel). 2017 May 10;5(2):. (PMID: 28970438) Int Health. 2020 Jul 1;12(4):241-245. (PMID: 32300794) Nat Med. 2022 Jan;28(1):31-38. (PMID: 35058619) Int J Med Inform. 2024 Sep;189:105500. (PMID: 38815316) JAMA Netw Open. 2023 Oct 2;6(10):e2336100. (PMID: 37796505) NPJ Digit Med. 2024 Jul 19;7(1):193. (PMID: 39030292) J Am Med Inform Assoc. 2024 May 20;31(6):1436-1440. (PMID: 38273739) Alzheimers Dement. 2024 Aug;20(8):5262-5270. (PMID: 38924662) JMIR Med Educ. 2021 Dec 13;7(4):e31043. (PMID: 34898458) Dig Liver Dis. 2024 Jul;56(7):1156-1163. (PMID: 38763796) JAMA Intern Med. 2024 Jan 1;184(1):92-96. (PMID: 37955873) J Med Internet Res. 2024 Apr 25;26:e56764. (PMID: 38662419) Nat Med. 2019 Jan;25(1):44-56. (PMID: 30617339) Med Image Anal. 2023 Aug;88:102846. (PMID: 37295311) Appl Clin Inform. 2024 Mar;15(2):306-312. (PMID: 38442909) Stroke Vasc Neurol. 2017 Jun 21;2(4):230-243. (PMID: 29507784) BMC Med Educ. 2023 Sep 22;23(1):689. (PMID: 37740191) J Med Internet Res. 2021 Apr 22;23(4):e25759. (PMID: 33885365) J Med Internet Res. 2024 May 13;26:e52399. (PMID: 38739445) Hum Resour Health. 2023 Jun 13;21(1):45. (PMID: 37312214) J Biomed Inform. 2024 Sep;157:104706. (PMID: 39121932) Clin Chim Acta. 2023 Aug 1;548:117519. (PMID: 37595864) Science. 2019 Oct 25;366(6464):447-453. (PMID: 31649194) J Clin Transl Sci. 2024 May 30;8(1):e103. (PMID: 39655030) BMC Med Inform Decis Mak. 2021 Apr 10;21(1):125. (PMID: 33836752) |
| Grant Information: | UM1 TR004404 United States TR NCATS NIH HHS; P30 DK092950 United States DK NIDDK NIH HHS; UL1 TR001412 United States TR NCATS NIH HHS; R25 LM014213 United States LM NLM NIH HHS; UL1 TR001866 United States TR NCATS NIH HHS; UM1 TR004789 United States TR NCATS NIH HHS; UM1 TR004909 United States TR NCATS NIH HHS; UM1 TR004400 United States TR NCATS NIH HHS; R01 AG076998 United States AG NIA NIH HHS; UL1 TR002384 United States TR NCATS NIH HHS; UL1 TR001425 United States TR NCATS NIH HHS; UL1 TR001873 United States TR NCATS NIH HHS; UL1 TR002345 United States TR NCATS NIH HHS; UL1 TR002377 United States TR NCATS NIH HHS; UL1 TR001430 United States TR NCATS NIH HHS; T15 LM007079 United States LM NLM NIH HHS; R01 LM014573 United States LM NLM NIH HHS; P30 AR072583 United States AR NIAMS NIH HHS; UL1 TR001863 United States TR NCATS NIH HHS; UL1 TR001449 United States TR NCATS NIH HHS; R21 AA026954 United States AA NIAAA NIH HHS; T15 LM012495 United States LM NLM NIH HHS; R01 LM014344 United States LM NLM NIH HHS; UM1 TR004399 United States TR NCATS NIH HHS; UL1 TR003017 United States TR NCATS NIH HHS |
| Contributed Indexing: | Keywords: Health services; Public health |
| Entry Date(s): | Date Created: 20250128 Latest Revision: 20260307 |
| Update Code: | 20260307 |
| PubMed Central ID: | PMC11762411 |
| DOI: | 10.1038/s44401-024-00009-w |
| PMID: | 39872195 |
| Βάση Δεδομένων: | MEDLINE |
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