Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation
Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation
Zhenzhen Du
1, 2
* , MSc ;
Yujie Yang
1, 3
* , MSc ;
Jing Zheng
4
* , PhD ;
Qi Li
1
, MSc ;
Denan Lin
4
, MSc ;
Ye Li
1
, PhD ;
Jianping Fan
1
, PhD ;
Wen Cheng
2
, PhD ;
Xie-Hui Chen
5
, MSc ;
Yunpeng Cai
1
, PhD
1
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
2
Fiberhome Technologies College, Wuhan Research Institute of Posts and Telecommunications, Wuhan, China
3
University of Chinese Academy of Sciences, Beijing, China
4
Shenzhen Health Information Center, Shenzhen, China
5
FuWai Hospital, Chinese Academy of Medical Sciences, Shenzhen, China
*these authors contributed equally
Corresponding Author:
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Yunpeng Cai, PhD
-
Shenzhen Institutes of Advanced Technology
-
Chinese Academy of Sciences
-
1068 Xueyuan Blvd
-
Nanshan District
-
Shenzhen
-
China
-
Phone:
86 755-86392202
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Fax: 86 755-86392299
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Email: yp.cai@siat.ac.cn