This week, please join a panel session with authors Timothy Poterucha and David Ouyang, Editorialist Anna Sannino, and Senior Associate Editor Victoria Delgado as they discuss the Original Research Articles "Deep Learning for Echo Analysis, Tracking, and Evaluation of Mitral Regurgitation (DELINEATE-MR)" and "High-Throughput Deep Learning Detection of Mitral Regurgitation." For the episode transcript, visit: https://www.ahajournals.org/do/10.1161/podcast.20240916.127413