Early Identification of Maternal Cardiovascular Risk Through Sourcing and Preparing Electronic Health Record Data: Machine Learning Study
 
                            Early Identification of Maternal Cardiovascular Risk Through Sourcing and Preparing Electronic Health Record Data: Machine Learning Study
                        
     
                    Nawar Shara
                   
                    1
                      , PhD ;  
                    Kelley M Anderson
                   
                    2
                      , PhD, FNP ;  
                    Noor Falah
                   
                    3
                      , MS ;  
                    Maryam F Ahmad
                   
                    3
                       ;  
                    Darya Tavazoei
                   
                    3
                       ;  
                    Justin M Hughes
                   
                    3
                      , MS ;  
                    Bethany Talmadge
                   
                    4
                      , BS ;  
                    Samantha Crovatt
                   
                    4
                      , BS ;  
                    Ramon Dempers
                   
                    4
                      , MSc 
 
                1
            
            MedStar Health Research Institute, Georgetown-Howard Universities Center for Clinical and Translational Science, Hyattsville, MD, United States
        
                2
            
            Georgetown University, Washington, DC, United States
        
                3
            
            MedStar Health Research Institute, Hyattsville, MD, United States
        
                4
            
            Invaryant Inc, Roswell, GA, United States
        
  
        
    
        
    
        
    
        
    
        
    
        
    
        
    
        
    
        
    
 
            Corresponding Author:
        
 - 
                Nawar Shara, PhD
- 
                MedStar Health Research Institute
            
- 
                Georgetown-Howard Universities Center for Clinical and Translational Science
            
- 
                6525 Belcrest Road
            
- 
                Hyattsville, MD 20782
- 
                United States
            
- 
                Phone:
                1 240-618-7859
- 
                Email: Nawar.Shara@Medstar.net