Yiye Zhang

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

Hao Zhang, Chengxi Zang, Zhenxing Xu et al. · Nature Medicine · 2022 · 182 citations · Full text

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 · 152 citations · Full text

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 · 126 citations · Full text

Machine Learning, Machine Learning Tool, Machine Learning Approach +21

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

Yiye Zhang, Rema Padman, Nirav Patel · Journal of Biomedical Informatics · 2015 · 106 citations

Health Informatics, Engineering, Data Science +7

Using Electronic Health Records and Machine Learning to Predict Postpartum Depression

Shuojia Wang, Jyotishman Pathak, Yiye Zhang · Studies in health technology and informatics · 2019 · 94 citations · Full text