Ziqi Zhang

14 papers Misc 4Journal 10
YearRankTypeTitle / Venue / Authors
2022 J jnl
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models.
CoRR
Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D. Mooney, Bradley A. Malin
2022 Misc conf
Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A Benchmarking.
AMIA
Chao Yan, Yao Yan, Ziqi Zhang, Zhiyu Wan, Justin Guinney, Sean D. Mooney, Bradley A. Malin
2022 J jnl
Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database.
CoRR
Steve Nyemba, Chao Yan, Ziqi Zhang, Amol Rajmane, Pablo Meyer, Prithwish Chakraborty, Bradley A. Malin
2022 J jnl
Forecasting the future clinical events of a patient through contrastive learning.
J. Am. Medical Informatics Assoc.
Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin
2022 J jnl
Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation.
J. Am. Medical Informatics Assoc.
Ziqi Zhang, Chao Yan, Bradley A. Malin
2022 J jnl
Membership inference attacks against synthetic health data.
J. Biomed. Informatics
Ziqi Zhang, Chao Yan, Bradley A. Malin
2021 J jnl
Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge.
CoRR
Prithwish Chakraborty, James V. Codella, Piyush Madan, Ying Li, Hu Huang, Yoonyoung Park, Chao Yan, Ziqi Zhang, Cheng Gao, Steve Nyemba, Xu Min, Sanjib Basak, Mohamed F. Ghalwash, Zach Shahn, Parthasarathy Suryanarayanan, Italo Buleje, Shannon Harrer, Sarah Miller, Amol Rajmane, Colin Walsh, Jonathan Wanderer, Gigi Y. Yuen-Reed, Kenney Ng, Daby Sow, Bradley A. Malin
2021 Misc conf
CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive Learning.
AMIA
Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin
2021 J jnl
Predicting brain function status changes in critically ill patients via Machine learning.
J. Am. Medical Informatics Assoc.
Chao Yan, Cheng Gao, Ziqi Zhang, Wencong Chen, Bradley A. Malin, Eugene Wesley Ely, Mayur B. Patel, You Chen
2021 J jnl
SynTEG: a framework for temporal structured electronic health data simulation.
J. Am. Medical Informatics Assoc.
Ziqi Zhang, Chao Yan, Thomas A. Lasko, Jimeng Sun, Bradley A. Malin
2021 Misc conf
Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program.
AMIA
Chao Yan, Steve Nyemba, Kelsey R. Mayo, Ziqi Zhang, Francis Ratsimbazafy, Bradley A. Malin
2020 J jnl
Ensuring electronic medical record simulation through better training, modeling, and evaluation.
J. Am. Medical Informatics Assoc.
Ziqi Zhang, Chao Yan, Diego A. Mesa, Jimeng Sun, Bradley A. Malin
2020 Misc conf
Generating Electronic Health Records with Multiple Data Types and Constraints.
AMIA
Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin
2020 J jnl
Generating Electronic Health Records with Multiple Data Types and Constraints.
CoRR
Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin