Predicting relations between SOAP note sections: The value of incorporating a clinical information model. - Vimig Socrates; Aidan Gilson; Kevin Lopez; Ling Chi; Richard Andrew Taylor; David Chartash (J. Biomed. Informatics, 2023)

MedCalc-Bench: Evaluating Large Language Models for Medical Calculations. - Nikhil Khandekar; Qiao Jin 001; Guangzhi Xiong; Soren Dunn; Serina S. Applebaum; Zain Anwar; Maame Sarfo-Gyamfi; Conrad W. Safranek; Abid A Anwar; Andrew Zhang; Aidan Gilson; Maxwell B. Singer; et al. (NeurIPS, 2024)

Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology. - Aidan Gilson; Xuguang Ai; Thilaka Arunachalam; Ziyou Chen; Ki Xiong Cheong; Amisha D. Dave; Cameron Duic; Mercy Kibe; Annette Kaminaka; Minali Prasad; Fares Siddig; Maxwell B. Singer; et al. (CoRR, 2024)

Language Enhanced Model for Eye (LEME): An Open-Source Ophthalmology-Specific Large Language Model. - Aidan Gilson; Xuguang Ai; Qianqian Xie; Sahana Srinivasan; Krithi Pushpanathan; Maxwell B. Singer; Jimin Huang; Hyunjae Kim; Erping Long; Peixing Wan; Luciano V. Del Priore; Lucila Ohno-Machado; et al. (CoRR, 2024)

Demystifying Large Language Models for Medicine: A Primer. - Qiao Jin 001; Nicholas Wan; Robert Leaman; Shubo Tian; Zhizheng Wang; Yifan Yang 006; Zifeng Wang 008; Guangzhi Xiong; Po-Ting Lai; Qingqing Zhu; Benjamin Hou; Maame Sarfo-Gyamfi; et al. (CoRR, 2024)

Humans Continue to Outperform Large Language Models in Complex Clinical Decision-Making: A Study with Medical Calculators. - Nicholas Wan; Qiao Jin 001; Joey Chan; Guangzhi Xiong; Serina S. Applebaum; Aidan Gilson; Reid McMurry; R. Andrew Taylor; Aidong Zhang; Qingyu Chen 001; Zhiyong Lu (CoRR, 2024)

Ophthalmic care may not align with patient need: An analysis on state-wide patient needs and provider density between 2008 and 2022. - Aidan Gilson; Qingyu Chen 001; Ron A. Adelman (Int. J. Medical Informatics, 2024)

Computationally derived transition points across phases of clinical care. - Aidan Gilson; David Chartash; Richard Andrew Taylor; Laura C. Hart (npj Digit. Medicine, 2024)

BEnchmarking LLMs for Ophthalmology (BELO) for Ophthalmological Knowledge and Reasoning. - Sahana Srinivasan; Xuguang Ai; Thaddaeus Wai Soon Lo; Aidan Gilson; Minjie Zou; Ke Zou; Hyunjae Kim; Mingjia Yang; Krithi Pushpanathan; Samantha Min Er Yew; Wan Ting Loke; Jocelyn Hui Lin Goh; et al. (CoRR, 2025)