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:
        
 - 
                Yunpeng Cai, PhD
- 
                Shenzhen Institutes of Advanced Technology
            
- 
                Chinese Academy of Sciences
            
- 
                1068 Xueyuan Blvd
            
- 
                Nanshan District
            
- 
                Shenzhen
- 
                China
            
- 
                Phone:
                86 755-86392202
- 
                Fax: 86 755-86392299
            
- 
                Email: yp.cai@siat.ac.cn