Publications by authors named "Modi Liu"

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Identification of patients at risk of new onset heart failure: Utilizing a large statewide health information exchange to train and validate a risk prediction model.
Son Q Duong, Le Zheng, Minjie Xia, Bo Jin, Modi Liu

PLoS One· January 2022

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Identification of elders at higher risk for fall with statewide electronic health records and a machine learning algorithm.
Chengyin Ye, Jinmei Li, Shiying Hao, Modi Liu, Hua Jin

Int J Med Inform· May 2020

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A Real-Time Early Warning System for Monitoring Inpatient Mortality Risk: Prospective Study Using Electronic Medical Record Data.
Chengyin Ye, Oliver Wang, Modi Liu, Le Zheng, Minjie Xia

J Med Internet Res· July 2019

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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, Le Zheng, Jiayu Liao, Modi Liu

J Med Internet Res· May 2019

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Assessing Statewide All-Cause Future One-Year Mortality: Prospective Study With Implications for Quality of Life, Resource Utilization, and Medical Futility.
Yanting Guo, Gang Zheng, Tianyun Fu, Shiying Hao, Chengyin Ye, Modi Liu

J Med Internet Res· June 2018

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Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning.
Chengyin Ye, Tianyun Fu, Shiying Hao, Yan Zhang, Oliver Wang, Modi Liu

J Med Internet Res· January 2018

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