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Clinical Information and Decision Making (2157) Cancer Prognosis Models and Machine Learning (91) Generative Language Models Including ChatGPT (894) AI Language Models in Health Care (292)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/78393, first published .
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Performance of Retrieval-Augmented Generation Large Language Models in Guideline-Concordant Prostate-Specific Antigen Testing: Comparative Study With Junior Clinicians

Performance of Retrieval-Augmented Generation Large Language Models in Guideline-Concordant Prostate-Specific Antigen Testing: Comparative Study With Junior Clinicians

Authors of this article:

Joshua Yi Min Tung1, 2 Author Orcid Image ;   Quan Le1 Author Orcid Image ;   Jinxuan Yao1 Author Orcid Image ;   Yifei Huang1 Author Orcid Image ;   Daniel Yan Zheng Lim1, 3 Author Orcid Image ;   Gerald Gui Ren Sng1, 4 Author Orcid Image ;   Rachel Shu En Lau2 Author Orcid Image ;   Yu Guang Tan2 Author Orcid Image ;   Kenneth Chen2 Author Orcid Image ;   Kae Jack Tay2 Author Orcid Image ;   Jen Hong Tan1 Author Orcid Image ;   John Shyi Peng Yuen2 Author Orcid Image ;   Christopher Wai Sam Cheng2 Author Orcid Image ;   Henry Sun Sien Ho2 Author Orcid Image
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  2. Wijetunga A, Wang Y, Yaghi C, Vicaretti M. Evaluating the Performance of Large Language Models in Vascular Surgery: A Case Series (Preprint). JMIR Perioperative Medicine 2026 View
  3. Ferede D. Artificial Intelligence (AI) and Healthcare Capabilities: A Systematic Review and Research Directions. F1000Research 2026;14:20 View
  4. Jost L, Duwe G, Kauth V, Höfner T, Glienke M, Görtz M, Mehralivand S, Borgmann H, Struck J. Künstliche Intelligenz für Therapieentscheidungen in der urologischen Onkologie: aktuelle Evidenz und Herausforderungen. Die Urologie 2026 View
  5. Zhao X, Liu Z, Mao T, Zhou H, Jiang K. Large Language Model Versus Multidisciplinary Team: A Feasibility Study of Pancreatic Cancer Management Recommendations (Preprint). Journal of Medical Internet Research 2026 View