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Deep-learning-based estimation of left ventricle myocardial strain from echocardiograms with occlusion artifacts

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Purpose: We present a deep-learning-based methodology for estimating deformation in 2D echocardiograms. The goal is to automatically estimate the longitudinal strain of the left ventricle (LV) walls in images affected by speckle ... ...