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Biometrics|March 15, 2024
Bias correction models for electronic health records data in the presence of non-random samplingJiyu Kim, Rebecca Anthopolos, Judy ZhongBMC Medical Informatics and Decision Making|December 18, 2021
Reinforcement learning assisted oxygen therapy for COVID-19 patients under intensive careHua Zheng, Jiahao Zhu, Wei Xie, et al.Journal of Clinical Epidemiology|November 2, 2025
Preference-based controlled design: toward increased patients' engagement, efficiency, and external validity of cardiovascular clinical trialsBjorn Redfors, Sigrid Sandner, Judy Zhong, et al.Arxiv|May 25, 2021
Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive CareHua Zheng, Jiahao Zhu, Wei Xie, et al.Drugs|February 11, 2021
Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health RecordsHua Zheng, Ilya O Ryzhov, Wei Xie, et al.Journal of the American Medical Informatics Association : JAMIA|July 14, 2024
Model-based estimation of individual-level social determinants of health and its applications in All of UsBo Young Kim, Rebecca Anthopolos, Hyungrok Do, et al.Neurological Sciences : Official Journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology|February 26, 2020
Association of depressive symptoms with decline of cognitive function-Rugao longevity and ageing studyZhuoran Hou, Xiaofeng Wang, Yuchen Wang, et al.JAMA Network Open|July 24, 2024
Social Isolation Changes and Long-Term Outcomes Among Older AdultsChen Lyu, Katherine Siu, Ian Xu, et al.Proceedings of Machine Learning Research|April 5, 2023
Fair Generalized Linear Models with a Convex PenaltyHyungrok Do, Preston Putzel, Axel Martin, et al.Arxiv|May 20, 2021
A Joint Fairness Model with Applications to Risk Predictions for Under-represented PopulationsHyungrok Do, Shinjini Nandi, Preston Putzel, et al.Pageof 8