Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records. - Hua Zheng; Ilya O. Ryzhov; Wei Xie; Judy Zhong (CoRR, 2020)

Reinforcement learning assisted oxygen therapy for COVID-19 patients under intensive care. - Hua Zheng; Jiahao Zhu; Wei Xie; Judy Zhong (BMC Medical Informatics Decis. Mak., 2021)

Fair Generalized Linear Models with a Convex Penalty. - Hyungrok Do; Preston Putzel; Axel S. Martin; Padhraic Smyth; Judy Zhong (ICML, 2022)

Domain Generalization via Heckman-type Selection Models. - Hyungu Kahng; Hyungrok Do; Judy Zhong (ICLR, 2023)

When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations. - Hyungrok Do; Yuxin Chang; Yoon-Sang Cho; Padhraic Smyth; Judy Zhong (MLHC, 2023)

Model-based estimation of individual-level social determinants of health and its applications in All of Us. - Bo Young Kim; Rebecca Anthopolos; Hyungrok Do; Judy Zhong (J. Am. Medical Informatics Assoc., 2024)

Generative Large Language Models Trained for Detecting Errors in Radiology Reports. - Cong Sun 004; Kurt Teichman; Yiliang Zhou; Brian Critelli; David Nauheim; Graham Keir; Xindi Wang; Judy Zhong; Adam E. Flanders; George Shih; Yifan Peng 002 (CoRR, 2025)