AI ECG for Valvular Disease and Diastolic Function

Guest: Jae Oh, M.D. Host: Kyle Klarich, M.D. In this episode of “Interview With the Experts,” Dr. Kyle Klarich interviews Dr. Jae Oh on the use of AI ECG in his practice. ECG is widely available and standardized. AI ECG can be used for screening important left heart conditions and helpful in identifying asymptomatic patients with significant diastolic dysfunction or aortic stenosis. AI ECG can be a useful prognostic parameter when applied appropriately. Topics Discussed: • How did you get involved in AI ECG for diastolic function and AS? • How did you develop AI ECG algorithms? • How does AI ECG performs for diastolic function and AS? • What do you think is the optimal clinical application of AI ECG? 0:00 Introduction to AI ECG Applications 2:50 How Dr. Oh Entered AI 6:00 Building AI ECG Algorithms 9:25 Training With Mayo Clinic Data 11:10 Performance and Diastolic Function Results 13:25 Detecting Amyloidosis and Aortic Stenosis 14:50 How Convolutional Neural Networks Work 17:00 What AI ECG Actually Detects 19:25 Clinical Value and Patient Care 22:05 External Validation and Future Screening 26:05 Expanding Use in Cardiomyopathy Care 27:30 Closing Remarks and CME Invitation