Researchers are exploring the use of artificial intelligence with wearable electrocardiogram monitors for hemodynamic monitoring. Studies and reviews are being conducted to assess the accuracy and effectiveness of ai-enabled ecg models, as well as their potential to transform heart failure prevention. Wearable devices, including one that recently received fda clearance, are being developed to provide advanced cardiac function monitoring.