Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/78393, first published .
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

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

Joshua Yi Min Tung   1, 2 , MBBS, MPH ;   Quan Le   1 , BEng, MITB ;   Jinxuan Yao   1 , BEng, MTech ;   Yifei Huang   1 , BCS, MTech ;   Daniel Yan Zheng Lim   1, 3 , MBBS, MTech ;   Gerald Gui Ren Sng   1, 4 , MBBS, MPH, MMed ;   Rachel Shu En Lau   2 , MBBS ;   Yu Guang Tan   2 , MBBS, MCI ;   Kenneth Chen   2 , MBBS, MCI ;   Kae Jack Tay   2 , MBBS, MMed, MCI ;   Jen Hong Tan   1 , BEng, PhD ;   John Shyi Peng Yuen   2 , MBBS, MMed, DPhil ;   Christopher Wai Sam Cheng   2 , MBBS, MMed ;   Henry Sun Sien Ho   2 , MBBS, MMed

1 Data Science and Artificial Intelligence Laboratory, Singapore General Hospital, Singapore, Singapore

2 Department of Urology, Singapore General Hospital, Singapore, Singapore

3 Department of Gastroenterology, Singapore General Hospital, Singapore, Singapore

4 Department of Endocrinology, Singapore General Hospital, Singapore, Singapore

Corresponding Author:

  • Joshua Yi Min Tung, MBBS, MPH
  • Department of Urology
  • Singapore General Hospital
  • Block 4 Level 1, 16 College Road
  • Singapore 169854
  • Singapore
  • Phone: 65 62223322
  • Email: joshua.tung@gmail.com