Artificial intelligence (AI) has several applications in cardiology, such as echocardiography. Can machine learning and AI algorithms in echocardiology help clinicians better detect heart failure with preserved ejection fraction (HFpEF)? Dr. Patricia A. Pellikka, Director of the Ultrasound Research Center at the Mayo Clinic, shares data from ACC.23 and explores the potential of AI in detecting HFpEF.