Development and Testing of Retrieval Augmented Generation in Large Language Models - A Case Study Report. - Yuhe Ke; Liyuan Jin; Kabilan Elangovan; Hairil Rizal Abdullah; Nan Liu 003; Alex Tiong Heng Sia; Chai Rick Soh; Joshua Yi Min Tung; Jasmine Chiat Ling Ong; Daniel Shu Wei Ting (CoRR, 2024)

Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties. - Jasmine Chiat Ling Ong; Liyuan Jin; Kabilan Elangovan; Gilbert Yong San Lim; Daniel Yan Zheng Lim; Gerald Gui Ren Sng; Yuhe Ke; Joshua Yi Min Tung; Ryan Jian Zhong; Christopher Ming Yao Koh; Keane Zhi Hao Lee; Xiang Chen; et al. (CoRR, 2024)

Fine-tuning Large Language Model (LLM) Artificial Intelligence Chatbots in Ophthalmology and LLM-based evaluation using GPT-4. - Ting Fang Tan; Kabilan Elangovan; Liyuan Jin; Yao Jie; Li Yong; Joshua Lim; Stanley Poh; Wei Yan Ng; Daniel Yan Zheng Lim; Yuhe Ke; Nan Liu 003; Daniel Shu Wei Ting (CoRR, 2024)

A Proposed S.C.O.R.E. Evaluation Framework for Large Language Models : Safety, Consensus, Objectivity, Reproducibility and Explainability. - Ting Fang Tan; Kabilan Elangovan; Jasmine Chiat Ling Ong; Nigam Shah; Joseph Jao-Yiu Sung; Tien Yin Wong; Lan Xue; Nan Liu 003; Haibo Wang; Chang Fu Kuo; Simon Chesterman; Zee Kin Yeong; et al. (CoRR, 2024)

Lightweight Large Language Model for Medication Enquiry: Med-Pal. - Kabilan Elangovan; Jasmine Chiat Ling Ong; Liyuan Jin; Benjamin Jun Jie Seng; Yu Heng Kwan; Lit Soo Tan; Ryan Jian Zhong; Justina Koi Li Ma; Yuhe Ke; Nan Liu 003; Kathleen M. Giacomini; Daniel Shu Wei Ting (CoRR, 2024)

oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness. - Yuhe Ke; Liyuan Jin; Kabilan Elangovan; Hairil Rizal Abdullah; Nan Liu 003; Alex Tiong Heng Sia; Chai Rick Soh; Joshua Yi Min Tung; Jasmine Chiat Ling Ong; Chang Fu Kuo; Shao-Chun Wu; Vesela P. Kovacheva; et al. (CoRR, 2024)

Real-world Deployment and Evaluation of PErioperative AI CHatbot (PEACH) - a Large Language Model Chatbot for Perioperative Medicine. - Yuhe Ke; Liyuan Jin; Kabilan Elangovan; Bryan Wen Xi Ong; Chin Yang Oh; Jacqueline Sim; Kenny Wei-Tsen Loh; Chai Rick Soh; Jonathan Ming Hua Cheng; Aaron Kwang Yang Lee; Daniel Shu Wei Ting; Nan Liu 003; et al. (CoRR, 2024)

Retrieval augmented generation for 10 large language models and its generalizability in assessing medical fitness. - Yuhe Ke; Liyuan Jin; Kabilan Elangovan; Hairil Rizal Abdullah; Nan Liu 003; Alex Tiong Heng Sia; Chai Rick Soh; Joshua Yi Min Tung; Jasmine Chiat Ling Ong; Chang Fu Kuo; Shao-Chun Wu; Vesela P. Kovacheva; et al. (npj Digit. Medicine, 2025)

A scoping review on generative AI and large language models in mitigating medication related harm. - Jasmine Chiat Ling Ong; Michael Hao Chen; Ning Ng; Kabilan Elangovan; Nichole Yue Ting Tan; Liyuan Jin; Qihuang Xie; Daniel Shu Wei Ting; Rosa Rodriguez-Monguio; David W. Bates; Nan Liu 003 (npj Digit. Medicine, 2025)