Modi Liu

Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning

Chengyin Ye, Tianyun Fu, Shiying Hao et al. · Journal of Medical Internet Research · 2018 · 236 citations · Full text

Identification of elders at higher risk for fall with statewide electronic health records and a machine learning algorithm

Chengyin Ye, Jinmei Li, Shiying Hao et al. · International Journal of Medical Informatics · 2020 · 105 citations · Full text

Development of an early-warning system for high-risk patients for suicide attempt using deep learning and electronic health records

Le Zheng, Oliver Wang, Shiying Hao et al. · Translational Psychiatry · 2020 · 102 citations · Full text

Prediction of the 1-Year Risk of Incident Lung Cancer: Prospective Study Using Electronic Health Records from the State of Maine

Xiaofang Wang, Yan Zhang, Shiying Hao et al. · Journal of Medical Internet Research · 2019 · 65 citations · Full text

A Real-Time Early Warning System for Monitoring Inpatient Mortality Risk: Prospective Study Using Electronic Medical Record Data

Chengyin Ye, Oliver Wang, Modi Liu et al. · Journal of Medical Internet Research · 2019 · 64 citations · Full text