Deep-Learning Models for the Prognostication and Localization of Premature Ventricular Contractions Using a 12-Lead Electrocardiogram Guest: Guru G. Kowlgi, M.B.B.S. Host: Anthony H. Kashou, M.D.    In this episode, learners will understand what premature ventricular contractions are. They will learn to differentiate benign rom malignant PVCs, and understand which patients are at risk for PVC-cardiomyopathy. Furthermore, they will gain knowledge about the traditional and novel tools for risk-stratifying patients with PVCs, and how we manage these patients.   Topics Discussed What are PVCs and what are their clinical implications? When should we be concerned about a patient with PVCs? What are some of the tools we have to detect and localize high risk PVCs? How does AI help in this regard? What are the available treatment modalities for managing PVCs? Connect with Mayo Clinic's Cardiovascular Continuing Medical Education online at https://cveducation.mayo.edu or on Twitter @MayoClinicCV and @MayoCVservices. LinkedIn: Mayo Clinic Cardiovascular Services Cardiovascular Education App:The Mayo Clinic Cardiovascular CME App is an innovative educational platform that features cardiology-focused continuing medical education wherever and whenever you need it. Use this app to access other free content and browse upcoming courses. Download it for free in Apple or Google stores today! No CME credit offered for this episode. Podcast episode transcript found here.