HCM-Echo-VAR-Ensemble: Deep Ensemble Fusion to Detect Hypertrophic Cardiomyopathy in Echocardiograms
Goal: To detect Hypertrophic Cardiomyopathy (HCM) from multiple views of Echocardiogram
(cardiac ultrasound) videos. Methods: we propose HCM-Echo-VAR-Ensemble, a novel …
(cardiac ultrasound) videos. Methods: we propose HCM-Echo-VAR-Ensemble, a novel …
Prediction of new-onset atrial fibrillation in patients with hypertrophic cardiomyopathy using machine learning
R Lu, H Lumish, K Hasegawa, MA Fifer… - Journal of the American …, 2024 - jacc.org
Background Approximately 20% of patients with hypertrophic cardiomyopathy (HCM)
develop atrial fibrillation (AF). AF can lead to worse heart failure symptoms and increased …
develop atrial fibrillation (AF). AF can lead to worse heart failure symptoms and increased …