Yiye Zhang

Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes

Hao Zhang, Chengxi Zang, Zhenxing Xu et al. · Nature Medicine · 2022 · 196 citations · Full text

Medicine, Cardiology, Infectious Diseases +13

Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women

Yiye Zhang, Shuojia Wang, Alison Hermann et al. · Journal of Affective Disorders · 2020 · 162 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16

Determinants of In‐Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach

Subhi J. Al’Aref, Gurpreet Singh, Alexander R. van Rosendael et al. · Journal of the American Heart Association · 2019 · 130 citations · Full text

Computing, Cardiology, Clinical Decision Support +16

Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data

Yiye Zhang, Rema Padman, Nirav Patel · Journal of Biomedical Informatics · 2015 · 107 citations

Computing, Biomedical Informatics, Health Informatics +14

Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death

Yongkang Zhang, Yongkang Zhang, Yiye Zhang et al. · PLoS ONE · 2020 · 54 citations · Full text

Computing, Health Care Management, Electronic Health Records +16