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For: Thirunavukarasu AJ, Ting DSJ, Elangovan K, Gutierrez L, Tan TF, Ting DSW. Large language models in medicine. Nat Med 2023;29:1930-1940. [PMID: 37460753 DOI: 10.1038/s41591-023-02448-8] [Citation(s) in RCA: 771] [Impact Index Per Article: 385.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 06/08/2023] [Indexed: 08/17/2023]
Number Cited by Other Article(s)
1
Chew BH, Lai PSM, Sivaratnam DA, Basri NI, Appannah G, Mohd Yusof BN, Thambiah SC, Nor Hanipah Z, Wong PF, Chang LC. Efficient and Effective Diabetes Care in the Era of Digitalization and Hypercompetitive Research Culture: A Focused Review in the Western Pacific Region with Malaysia as a Case Study. Health Syst Reform 2025;11:2417788. [PMID: 39761168 DOI: 10.1080/23288604.2024.2417788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 08/28/2024] [Accepted: 10/14/2024] [Indexed: 01/11/2025]  Open
2
Wan F, Wang T, Wang K, Si Y, Fondrevelle J, Du S, Duclos A. Surgery scheduling based on large language models. Artif Intell Med 2025;166:103151. [PMID: 40349664 DOI: 10.1016/j.artmed.2025.103151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 01/13/2025] [Accepted: 05/01/2025] [Indexed: 05/14/2025]
3
Pushpanathan K, Zou M, Srinivasan S, Wong WM, Mangunkusumo EA, Thomas GN, Lai Y, Sun CH, Lam JSH, Tan MCJ, Lin HAH, Ma W, Koh VTC, Chen DZ, Tham YC. Can OpenAI's New o1 Model Outperform Its Predecessors in Common Eye Care Queries? OPHTHALMOLOGY SCIENCE 2025;5:100745. [PMID: 40291392 PMCID: PMC12022690 DOI: 10.1016/j.xops.2025.100745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2024] [Revised: 02/01/2025] [Accepted: 02/14/2025] [Indexed: 04/30/2025]
4
Zaman A, Yassin MM, Mehmud I, Cao A, Lu J, Hassan H, Kang Y. Challenges, optimization strategies, and future horizons of advanced deep learning approaches for brain lesion segmentation. Methods 2025;239:140-168. [PMID: 40306473 DOI: 10.1016/j.ymeth.2025.04.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2025] [Revised: 04/17/2025] [Accepted: 04/24/2025] [Indexed: 05/02/2025]  Open
5
Su H, Sun Y, Li R, Zhang A, Yang Y, Xiao F, Duan Z, Chen J, Hu Q, Yang T, Xu B, Zhang Q, Zhao J, Li Y, Li H. Large Language Models in Medical Diagnostics: Scoping Review With Bibliometric Analysis. J Med Internet Res 2025;27:e72062. [PMID: 40489764 DOI: 10.2196/72062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2025] [Revised: 03/24/2025] [Accepted: 04/21/2025] [Indexed: 06/11/2025]  Open
6
Stephan D, Bertsch AS, Schumacher S, Puladi B, Burwinkel M, Al-Nawas B, Kämmerer PW, Thiem DG. Improving Patient Communication by Simplifying AI-Generated Dental Radiology Reports With ChatGPT: Comparative Study. J Med Internet Res 2025;27:e73337. [PMID: 40489773 DOI: 10.2196/73337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2025] [Revised: 04/15/2025] [Accepted: 04/28/2025] [Indexed: 06/11/2025]  Open
7
Hijazi W, Builoff V, Killekar A, Shanbhag A, Miller RJ, Dey D, Liang JX, Flood K, Berman D, Bourque JM, Phillips LM, Chareonthaitawee P, Slomka PJ. Priming with specific context improves large language model performance on nuclear cardiology board preparation test. J Nucl Cardiol 2025:102269. [PMID: 40490095 DOI: 10.1016/j.nuclcard.2025.102269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2025] [Revised: 05/06/2025] [Accepted: 06/02/2025] [Indexed: 06/11/2025]
8
Wu X, Huang Y, He Q. A large language model improves clinicians' diagnostic performance in complex critical illness cases. Crit Care 2025;29:230. [PMID: 40481529 PMCID: PMC12143052 DOI: 10.1186/s13054-025-05468-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2025] [Accepted: 05/24/2025] [Indexed: 06/11/2025]  Open
9
Su Y, Babore YB, Kahn CE. A Large Language Model to Detect Negated Expressions in Radiology Reports. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2025;38:1297-1303. [PMID: 39322813 DOI: 10.1007/s10278-024-01274-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 08/28/2024] [Accepted: 09/12/2024] [Indexed: 09/27/2024]
10
Park SH, Dean G, Ortiz EM, Choi JI. Overview of South Korean Guidelines for Approval of Large Language or Multimodal Models as Medical Devices: Key Features and Areas for Improvement. Korean J Radiol 2025;26:519-523. [PMID: 40288893 PMCID: PMC12123075 DOI: 10.3348/kjr.2025.0257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2025] [Accepted: 03/10/2025] [Indexed: 04/29/2025]  Open
11
Boyle A, Huo B, Sylla P, Calabrese E, Kumar S, Slater BJ, Walsh DS, Vosburg RW. Large language model-generated clinical practice guideline for appendicitis. Surg Endosc 2025;39:3539-3551. [PMID: 40251310 DOI: 10.1007/s00464-025-11723-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Accepted: 04/06/2025] [Indexed: 04/20/2025]
12
Turner KM, Ahmad SA. Large language models as clinical decision support tools: A call for careful implementation in the care of patients with pancreatic cancer. Surgery 2025;182:109378. [PMID: 40287319 DOI: 10.1016/j.surg.2025.109378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Accepted: 03/31/2025] [Indexed: 04/29/2025]
13
Hoch CC, Funk PF, Guntinas-Lichius O, Volk GF, Lüers JC, Hussain T, Wirth M, Schmidl B, Wollenberg B, Alfertshofer M. Harnessing advanced large language models in otolaryngology board examinations: an investigation using python and application programming interfaces. Eur Arch Otorhinolaryngol 2025;282:3317-3328. [PMID: 40281318 PMCID: PMC12122622 DOI: 10.1007/s00405-025-09404-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 04/07/2025] [Indexed: 04/29/2025]
14
Dorfner FJ, Dada A, Busch F, Makowski MR, Han T, Truhn D, Kleesiek J, Sushil M, Adams LC, Bressem KK. Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks. J Am Med Inform Assoc 2025;32:1015-1024. [PMID: 40190132 DOI: 10.1093/jamia/ocaf045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Accepted: 03/02/2025] [Indexed: 05/21/2025]  Open
15
Wang Z, Sun J, Liu H, Luo X, Li J, He W, Yang Z, Lv H, Chen Y, Wang Z. Development and Performance of a Large Language Model for the Quality Evaluation of Multi-Language Medical Imaging Guidelines and Consensus. J Evid Based Med 2025;18:e70020. [PMID: 40181523 DOI: 10.1111/jebm.70020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2025] [Revised: 03/11/2025] [Accepted: 03/16/2025] [Indexed: 04/05/2025]
16
Guan H, Novoa-Laurentiev J, Zhou L. CD-Tron: Leveraging large clinical language model for early detection of cognitive decline from electronic health records. J Biomed Inform 2025;166:104830. [PMID: 40320101 DOI: 10.1016/j.jbi.2025.104830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 03/28/2025] [Accepted: 04/13/2025] [Indexed: 05/08/2025]
17
Satheakeerthy S, Jesudason D, Pietris J, Bacchi S, Chan WO. LLM-assisted medical documentation: efficacy, errors, and ethical considerations in ophthalmology. Eye (Lond) 2025;39:1440-1442. [PMID: 40148503 PMCID: PMC12089378 DOI: 10.1038/s41433-025-03767-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Revised: 03/05/2025] [Accepted: 03/19/2025] [Indexed: 03/29/2025]  Open
18
Wu Y, Zhang Y, Wu Y, Zheng Q, Li X, Chen X. ChatIOS: Improving automatic 3-dimensional tooth segmentation via GPT-4V and multimodal pre-training. J Dent 2025;157:105755. [PMID: 40228651 DOI: 10.1016/j.jdent.2025.105755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 03/26/2025] [Accepted: 04/10/2025] [Indexed: 04/16/2025]  Open
19
Armitage RC. How do GPs Want Large Language Models to be Applied in Primary Care, and What Are Their Concerns? A Cross-Sectional Survey. J Eval Clin Pract 2025;31:e70129. [PMID: 40369934 PMCID: PMC12079004 DOI: 10.1111/jep.70129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 03/16/2025] [Accepted: 04/14/2025] [Indexed: 05/16/2025]
20
Choi H, Lee D, Kang YK, Suh M. Empowering PET imaging reporting with retrieval-augmented large language models and reading reports database: a pilot single center study. Eur J Nucl Med Mol Imaging 2025;52:2452-2462. [PMID: 39843863 PMCID: PMC12119711 DOI: 10.1007/s00259-025-07101-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 01/17/2025] [Indexed: 01/24/2025]
21
Lamprecht CB, Lyerly M, Lucke-Wold B. Commentary: CNS-CLIP: Transforming a Neurosurgical Journal Into a Multimodal Medical Model. Neurosurgery 2025;96:e123-e124. [PMID: 39636115 DOI: 10.1227/neu.0000000000003298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 10/17/2024] [Indexed: 12/07/2024]  Open
22
Deng A, Chen W, Dai J, Jiang L, Chen Y, Chen Y, Jiang J, Rao M. Current application of ChatGPT in undergraduate nuclear medicine education: Taking Chongqing Medical University as an example. MEDICAL TEACHER 2025;47:997-1003. [PMID: 39305476 DOI: 10.1080/0142159x.2024.2399673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 08/29/2024] [Indexed: 10/03/2024]
23
Daraqel B, Owayda A, Khan H, Koletsi D, Mheissen S. Artificial Intelligence as A Tool for Data Extraction Is Not Fully Reliable Compared to Manual Data Extraction. J Dent 2025:105846. [PMID: 40449825 DOI: 10.1016/j.jdent.2025.105846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2025] [Revised: 04/16/2025] [Accepted: 05/23/2025] [Indexed: 06/03/2025]  Open
24
Zhu X. Elevating Clinical Practice in Interventional Radiology With Strategic Prompt Engineering. AJR Am J Roentgenol 2025. [PMID: 40434170 DOI: 10.2214/ajr.25.33266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2025]
25
Tang T, Li X, Lin Y, Liu C. Comparing digital real-time versus virtual simulation systems in dental education for preclinical tooth preparation of molars for metal-ceramic crowns. BMC Oral Health 2025;25:814. [PMID: 40426144 PMCID: PMC12117957 DOI: 10.1186/s12903-025-06161-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2025] [Accepted: 05/12/2025] [Indexed: 05/29/2025]  Open
26
Kunze KN, Bepple J, Bedi A, Ramkumar PN, Pean CA. Commercial Products Using Generative Artificial Intelligence Include Ambient Scribes, Automated Documentation and Scheduling, Revenue Cycle Management, Patient Engagement and Education, and Prior Authorization Platforms. Arthroscopy 2025:S0749-8063(25)00397-4. [PMID: 40419172 DOI: 10.1016/j.arthro.2025.05.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2025] [Revised: 05/10/2025] [Accepted: 05/10/2025] [Indexed: 05/28/2025]
27
Yang Q, Zuo H, Su R, Su H, Zeng T, Zhou H, Wang R, Chen J, Lin Y, Chen Z, Tan T. Dual retrieving and ranking medical large language model with retrieval augmented generation. Sci Rep 2025;15:18062. [PMID: 40413225 PMCID: PMC12103550 DOI: 10.1038/s41598-025-00724-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2024] [Accepted: 04/30/2025] [Indexed: 05/27/2025]  Open
28
McInnis MG, Coleman B, Hurwitz E, Robinson PN, Williams AE, Haendel MA, McMurry JA. Integrating Knowledge: The Power of Ontologies in Psychiatric Research and Clinical Informatics. Biol Psychiatry 2025:S0006-3223(25)01213-2. [PMID: 40414449 DOI: 10.1016/j.biopsych.2025.05.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 05/07/2025] [Accepted: 05/14/2025] [Indexed: 05/27/2025]
29
Chen YC, Lee SH, Sheu H, Lin SH, Hu CC, Fu SC, Yang CP, Lin YC. Enhancing responses from large language models with role-playing prompts: a comparative study on answering frequently asked questions about total knee arthroplasty. BMC Med Inform Decis Mak 2025;25:196. [PMID: 40410756 PMCID: PMC12102839 DOI: 10.1186/s12911-025-03024-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2025] [Accepted: 05/09/2025] [Indexed: 05/25/2025]  Open
30
Khan M, Ahuja K, Tsirikos AI. AI and machine learning in paediatric spine deformity surgery. Bone Jt Open 2025;6:569-581. [PMID: 40407025 PMCID: PMC12100669 DOI: 10.1302/2633-1462.65.bjo-2024-0089.r1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/26/2025]  Open
31
Mao C, Li J, Pang PCI, Zhu Q, Chen R. Identifying Kidney Stone Risk Factors Through Patient Experiences With a Large Language Model: Text Analysis and Empirical Study. J Med Internet Res 2025;27:e66365. [PMID: 40403294 DOI: 10.2196/66365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 12/16/2024] [Accepted: 04/10/2025] [Indexed: 05/24/2025]  Open
32
Ma J, Yu J, Xie A, Huang T, Liu W, Ma M, Tao Y, Zang F, Zheng Q, Zhu W, Chen Y, Ning M, Zhu Y. Large language model evaluation in autoimmune disease clinical questions comparing ChatGPT 4o, Claude 3.5 Sonnet and Gemini 1.5 pro. Sci Rep 2025;15:17635. [PMID: 40399509 PMCID: PMC12095533 DOI: 10.1038/s41598-025-02601-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Accepted: 05/14/2025] [Indexed: 05/23/2025]  Open
33
Alter IL, Dias C, Briano J, Rameau A. Digital health technologies in swallowing care from screening to rehabilitation: A narrative review. Auris Nasus Larynx 2025;52:319-326. [PMID: 40403345 DOI: 10.1016/j.anl.2025.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2025] [Revised: 05/14/2025] [Accepted: 05/16/2025] [Indexed: 05/24/2025]
34
Bai X, Wang S, Zhao Y, Feng M, Ma W, Liu X. Application of AI Chatbot in Responding to Asynchronous Text-Based Messages From Patients With Cancer: Comparative Study. J Med Internet Res 2025;27:e67462. [PMID: 40397947 DOI: 10.2196/67462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 12/22/2024] [Accepted: 04/14/2025] [Indexed: 05/23/2025]  Open
35
Andras D, Ilies RA, Esanu V, Agoston S, Marginean Jumate TF, Dindelegan GC. Artificial Intelligence as a Potential Tool for Predicting Surgical Margin Status in Early Breast Cancer Using Mammographic Specimen Images. Diagnostics (Basel) 2025;15:1276. [PMID: 40428269 PMCID: PMC12109882 DOI: 10.3390/diagnostics15101276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2025] [Revised: 05/10/2025] [Accepted: 05/13/2025] [Indexed: 05/29/2025]  Open
36
Shashikumar SP, Mohammadi S, Krishnamoorthy R, Patel A, Wardi G, Ahn JC, Singh K, Aronoff-Spencer E, Nemati S. Development and prospective implementation of a large language model based system for early sepsis prediction. NPJ Digit Med 2025;8:290. [PMID: 40379845 PMCID: PMC12084535 DOI: 10.1038/s41746-025-01689-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 04/27/2025] [Indexed: 05/19/2025]  Open
37
Kanani MM, Monawer A, Brown L, King WE, Miller ZD, Venugopal N, Heagerty PJ, Jarvik JG, Cohen T, Cross NM. High-Performance Prompting for LLM Extraction of Compression Fracture Findings from Radiology Reports. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2025:10.1007/s10278-025-01530-6. [PMID: 40379860 DOI: 10.1007/s10278-025-01530-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2025] [Revised: 04/20/2025] [Accepted: 04/28/2025] [Indexed: 05/19/2025]
38
Omar M, Agbareia R, Glicksberg BS, Nadkarni GN, Klang E. Benchmarking the Confidence of Large Language Models in Answering Clinical Questions: Cross-Sectional Evaluation Study. JMIR Med Inform 2025;13:e66917. [PMID: 40378406 PMCID: PMC12101789 DOI: 10.2196/66917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 01/31/2025] [Accepted: 01/31/2025] [Indexed: 05/18/2025]  Open
39
Bednarczyk L, Reichenpfader D, Gaudet-Blavignac C, Ette AK, Zaghir J, Zheng Y, Bensahla A, Bjelogrlic M, Lovis C. Scientific Evidence for Clinical Text Summarization Using Large Language Models: Scoping Review. J Med Internet Res 2025;27:e68998. [PMID: 40371947 PMCID: PMC12123242 DOI: 10.2196/68998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 02/21/2025] [Accepted: 03/12/2025] [Indexed: 05/16/2025]  Open
40
Wang C, Wang F, Li S, Ren QW, Tan X, Fu Y, Liu D, Qian G, Cao Y, Yin R, Li K. Patient Triage and Guidance in Emergency Departments Using Large Language Models: Multimetric Study. J Med Internet Res 2025;27:e71613. [PMID: 40374171 PMCID: PMC12123234 DOI: 10.2196/71613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2025] [Revised: 03/13/2025] [Accepted: 05/01/2025] [Indexed: 05/17/2025]  Open
41
Chen R, Zhang S, Zheng Y, Yu Q, Wang C. Enhancing treatment decision-making for low back pain: a novel framework integrating large language models with retrieval-augmented generation technology. Front Med (Lausanne) 2025;12:1599241. [PMID: 40438365 PMCID: PMC12116667 DOI: 10.3389/fmed.2025.1599241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2025] [Accepted: 04/30/2025] [Indexed: 06/01/2025]  Open
42
Jiao C, Rosas E, Asadigandomani H, Delsoz M, Madadi Y, Raja H, Munir WM, Tamm B, Mehravaran S, Djalilian AR, Yousefi S, Soleimani M. Diagnostic Performance of Publicly Available Large Language Models in Corneal Diseases: A Comparison with Human Specialists. Diagnostics (Basel) 2025;15:1221. [PMID: 40428214 PMCID: PMC12110359 DOI: 10.3390/diagnostics15101221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2025] [Revised: 05/10/2025] [Accepted: 05/10/2025] [Indexed: 05/29/2025]  Open
43
Chen D, Chauhan K, Parsa R, Liu ZA, Liu FF, Mak E, Eng L, Hannon BL, Croke J, Hope A, Fallah-Rad N, Wong P, Raman S. Patient perceptions of empathy in physician and artificial intelligence chatbot responses to patient questions about cancer. NPJ Digit Med 2025;8:275. [PMID: 40360673 PMCID: PMC12075825 DOI: 10.1038/s41746-025-01671-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Accepted: 04/24/2025] [Indexed: 05/15/2025]  Open
44
Shi B, Chen L, Pang S, Wang Y, Wang S, Li F, Zhao W, Guo P, Zhang L, Fan C, Zou Y, Wu X. Large Language Models and Artificial Neural Networks for Assessing 1-Year Mortality in Patients With Myocardial Infarction: Analysis From the Medical Information Mart for Intensive Care IV (MIMIC-IV) Database. J Med Internet Res 2025;27:e67253. [PMID: 40354652 PMCID: PMC12107198 DOI: 10.2196/67253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2024] [Revised: 04/01/2025] [Accepted: 04/17/2025] [Indexed: 05/14/2025]  Open
45
Luo Y, Jiao M, Fotedar N, Ding JE, Karakis I, Rao VR, Asmar M, Xian X, Aboud O, Wen Y, Lin JJ, Hung FM, Sun H, Rosenow F, Liu F. Clinical Value of ChatGPT for Epilepsy Presurgical Decision-Making: Systematic Evaluation of Seizure Semiology Interpretation. J Med Internet Res 2025;27:e69173. [PMID: 40354107 PMCID: PMC12107199 DOI: 10.2196/69173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Revised: 02/03/2025] [Accepted: 03/10/2025] [Indexed: 05/14/2025]  Open
46
Wei W, Shao J, Lyu RQ, Hemono R, Ma X, Giorgio J, Zheng Z, Ji F, Zhang X, Katabaro E, Mlowe M, Sabasaba A, Lister C, Shabani S, Njau P, McCoy SI, Wang J. Enhanced Language Models for Predicting and Understanding HIV Care Disengagement: A Case Study in Tanzania. RESEARCH SQUARE 2025:rs.3.rs-6608559. [PMID: 40386417 PMCID: PMC12083686 DOI: 10.21203/rs.3.rs-6608559/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/26/2025]
47
Deng L, Wu Y, Ren Y, Lu H. Autonomous Self-Evolving Research on Biomedical Data: The DREAM Paradigm. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025:e2417066. [PMID: 40344513 DOI: 10.1002/advs.202417066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 04/12/2025] [Indexed: 05/11/2025]
48
Tomita K, Nishida T, Kitaguchi Y, Kitazawa K, Miyake M. Image Recognition Performance of GPT-4V(ision) and GPT-4o in Ophthalmology: Use of Images in Clinical Questions. Clin Ophthalmol 2025;19:1557-1564. [PMID: 40357454 PMCID: PMC12068282 DOI: 10.2147/opth.s494480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 04/09/2025] [Indexed: 05/15/2025]  Open
49
Liu C, Zhang H, Zheng Z, Liu W, Gu C, Lan Q, Zhang W, Yang J. ChatOCT: Embedded Clinical Decision Support Systems for Optical Coherence Tomography in Offline and Resource-Limited Settings. J Med Syst 2025;49:59. [PMID: 40332685 DOI: 10.1007/s10916-025-02188-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2025] [Accepted: 04/23/2025] [Indexed: 05/08/2025]
50
Rosenthal JT, Beecy A, Sabuncu MR. Rethinking clinical trials for medical AI with dynamic deployments of adaptive systems. NPJ Digit Med 2025;8:252. [PMID: 40328886 PMCID: PMC12056174 DOI: 10.1038/s41746-025-01674-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Accepted: 04/24/2025] [Indexed: 05/08/2025]  Open
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