The use of computerized physician order entry with clinical decision support reduces practice variance in ordering preoperative investigations: A retrospective cohort study. - Eileen Yilin Sim; Daryl Jian An Tan; Hairil Rizal Abdullah (Int. J. Medical Informatics, 2017)

Resuming elective surgery after COVID-19: A simulation modelling framework for guiding the phased opening of operating rooms. - Hairil Rizal Abdullah; Sean Shao Wei Lam; Boon Yew Ang; Ahmadreza Pourghaderi; Francis Ngoc Hoang Long Nguyen; David Bruce Matchar; Hiang Khoon Tan; Marcus Eng Hock Ong (Int. J. Medical Informatics, 2022)

AutoScore-Imbalance: An interpretable machine learning tool for development of clinical scores with rare events data. - Han Yuan; Feng Xie 004; Marcus Eng Hock Ong; Yilin Ning; Marcel Lucas Chee; Seyed Ehsan Saffari; Hairil Rizal Abdullah; Benjamin Alan Goldstein; Bibhas Chakraborty; Nan Liu 003 (J. Biomed. Informatics, 2022)

Medical Intervention Duration Estimation Using Language-enhanced Transformer Encoder with Medical Prompts. - Yucheng Ruan; Xiang Lan 004; Daniel J. Tan; Hairil Rizal Abdullah; Mengling Feng (CoRR, 2023)

Cluster trajectory of SOFA score in predicting mortality in sepsis. - Yuhe Ke; Matilda Swee Sun Tang; Celestine Jia Ling Loh; Hairil Rizal Abdullah; Nicholas Brian Shannon (CoRR, 2023)

Enhancing Diagnostic Accuracy through Multi-Agent Conversations: Using Large Language Models to Mitigate Cognitive Bias. - Yuhe Ke; Rui Yang 016; Sui An Lie; Taylor Xin Yi Lim; Hairil Rizal Abdullah; Daniel Shu Wei Ting; Nan Liu 003 (CoRR, 2024)

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)

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)

PTransformer: A Prompt-Based Multimodal Transformer Architecture For Medical Tabular Data. - Yucheng Ruan; Xiang Lan 004; Daniel J. Tan; Hairil Rizal Abdullah; Mengling Feng (AIME (1), 2025)

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)

Clinical and economic impact of a large language model in perioperative medicine: a randomized crossover trial. - Yuhe Ke; Bernard Soon Yang Ong; Liyuan Jin; Jacqueline Sim; Chi Ho Chan; Chai Rick Soh; Danny Jon Nian Wong; Nan Liu 003; Ban Leong Sng; Daniel Shu Wei Ting; Su Qian Yeo; Marcus Eng Hock Ong; et al. (npj Digit. Medicine, 2025)