Machine Learning Methodologies for Prediction of Rhythm-Control Strategy in Patients Diagnosed With Atrial Fibrillation: Observational, Retrospective, Case-Control Study
 
                            Machine Learning Methodologies for Prediction of Rhythm-Control Strategy in Patients Diagnosed With Atrial Fibrillation: Observational, Retrospective, Case-Control Study
                        
     
                    Rachel S Kim
                   
                    1
                      , BA ;  
                    Steven Simon
                   
                    2
                      , MD ;  
                    Brett Powers
                   
                    1
                      , MSc ;  
                    Amneet Sandhu
                   
                    3
                      , MD ;  
                    Jose Sanchez
                   
                    3
                      , MD ;  
                    Ryan T Borne
                   
                    3
                      , MD ;  
                    Alexis Tumolo
                   
                    3
                      , MD ;  
                    Matthew Zipse
                   
                    3
                      , MD ;  
                    J Jason West
                   
                    3
                      , MD ;  
                    Ryan Aleong
                   
                    3
                      , MD ;  
                    Wendy Tzou
                   
                    3
                      , MD ;  
                    Michael A Rosenberg
                   
                    1, 3
                      , MD 
 
                1
            
            Colorado Center for Personalized Medicine, University of Colorado School of Medicine, Aurora, CO, United States
        
                2
            
            Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States
        
                3
            
            Clinical Cardiac Electrophysiology Section, Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States
        
  
        
    
        
    
        
    
        
    
        
    
        
    
        
    
        
    
        
    
        
    
        
    
        
    
 
            Corresponding Author:
        
 - 
                Michael A Rosenberg, MD
- 
                Clinical Cardiac Electrophysiology Section
            
- 
                Division of Cardiology
            
- 
                University of Colorado School of Medicine
            
- 
                12631 East 17th Avenue
            
- 
                Mail Stop B130
            
- 
                Aurora, CO 80045
- 
                United States
            
- 
                Phone:
                1 (303) 724 8391
- 
                Email: michael.a.rosenberg@cuanschutz.edu