1. Cardiology Division, Carilion Clinic, Virginia Tech Carilion School of Medicine, Roanoke, VA, USA
2. Health Analytics Research, Virginia Tech Carilion School of Medicine, Carilion Clinic, Roanoke, VA, USA
3. Virginia Cardiac Services Quality Initiative, South Riding, VA, USA
4. Virginia Heart, Reston, VA, USA