Ziqi Zhang

According to our database, Ziqi Zhang authored at least 13 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Membership inference attacks against synthetic health data.

Ziqi Zhang, Chao Yan, Bradley A. Malin

J. Biomed. Informatics, 2022

Forecasting the future clinical events of a patient through contrastive learning.

Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin

J. Am. Medical Informatics Assoc., 2022

Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation.

Ziqi Zhang, Chao Yan, Bradley A. Malin

J. Am. Medical Informatics Assoc., 2022

A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models.

Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D. Mooney, Bradley A. Malin

CoRR, 2022

Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database.

Steve Nyemba, Chao Yan, Ziqi Zhang, Amol Rajmane, Pablo Meyer, Prithwish Chakraborty, Bradley A. Malin

CoRR, 2022

Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A Benchmarking.

Chao Yan, Yao Yan, Ziqi Zhang, Zhiyu Wan, Justin Guinney, Sean D. Mooney, Bradley A. Malin

Proceedings of the AMIA 2022, 2022

2021

SynTEG: a framework for temporal structured electronic health data simulation.

Ziqi Zhang, Chao Yan, Thomas A. Lasko, Jimeng Sun, Bradley A. Malin

J. Am. Medical Informatics Assoc., 2021

Predicting brain function status changes in critically ill patients via Machine learning.

Chao Yan, Cheng Gao, Ziqi Zhang, Wencong Chen, Bradley A. Malin, Eugene Wesley Ely, Mayur B. Patel, You Chen

J. Am. Medical Informatics Assoc., 2021

Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge.

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, Parthasararathy Suryanarayanan, Italo Buleje, Shannon Harrer, Sarah Miller, Amol Rajmane, Colin Walsh, Jonathan Wanderer, Gigi Y. Yuen-Reed, Kenney Ng, Daby Sow, Bradley A. Malin

CoRR, 2021

CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive Learning.

Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program.

Chao Yan, Steve Nyemba, Kelsey R. Mayo, Ziqi Zhang, Francis Ratsimbazafy, Bradley A. Malin

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Ensuring electronic medical record simulation through better training, modeling, and evaluation.

Ziqi Zhang, Chao Yan, Diego A. Mesa, Jimeng Sun, Bradley A. Malin

J. Am. Medical Informatics Assoc., 2020

Generating Electronic Health Records with Multiple Data Types and Constraints.

Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin

Proceedings of the AMIA 2020, 2020