Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation

The left ventricular ejection fraction (LVEF) is one of the most commonly measured cardiac parameters in echocardiography (echo). While the clinical guidelines suggest that apical views are used for LVEF assessment, these views are difficult to obtain for less experienced operators. Specifically, in point-of-care imaging, parasternal views are commonly used for rapid assessment of LVEF, since those views can be easier to obtain. However, robust...