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Journal of the American Medical Informatics Association : JAMIA|August 5, 2022
Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulationZiqi Zhang, Chao Yan, Bradley A MalinJournal of Biomedical Informatics|December 17, 2021
Membership inference attacks against synthetic health dataZiqi Zhang, Chao Yan, Bradley A MalinAMIA ... Annual Symposium Proceedings. AMIA Symposium|May 3, 2021
Generating Electronic Health Records with Multiple Data Types and ConstraintsChao Yan, Ziqi Zhang, Steve Nyemba, et al.Journal of the American Medical Informatics Association : JAMIA|May 31, 2022
Forecasting the future clinical events of a patient through contrastive learningZiqi Zhang, Chao Yan, Xinmeng Zhang, et al.Journal of the American Medical Informatics Association : JAMIA|October 9, 2019
Ensuring electronic medical record simulation through better training, modeling, and evaluationZiqi Zhang, Chao Yan, Diego A Mesa, et al.Journal of the American Medical Informatics Association : JAMIA|December 5, 2020
SynTEG: a framework for temporal structured electronic health data simulationZiqi Zhang, Chao Yan, Thomas A Lasko, et al.Annual Review of Biomedical Data Science|March 24, 2026
Privacy and Security Throughout the Health Data Life Cycle: From Primary Care to Research NetworksBradley A Malin, Chao Yan, Luca BonomiNature Communications|December 9, 2022
A Multifaceted benchmarking of synthetic electronic health record generation modelsChao Yan, Yao Yan, Zhiyu Wan, et al.Journal of the American Medical Informatics Association : JAMIA|August 17, 2021
Predicting brain function status changes in critically ill patients via Machine learningChao Yan, Cheng Gao, Ziqi Zhang, et al.AMIA ... Annual Symposium Proceedings. AMIA Symposium|May 26, 2025
Enhancement of Fairness in AI for Chest X-ray ClassificationNicholas J Jackson, Chao Yan, Bradley A MalinPageof 182