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Generation of a 3D cardiac model based on 2D echocardiography video data
(2021)Echocardiography is a non-invasive medical imaging tool that serves to assess the cardiac functionality by producing images of the heart’s tissues and chambers using non-ionizing ultrasound waves. We propose a generative model that learns to produce personalized 4D (3D + time) heart models from 3D (2D + time) echocardiograms. We argue that such heart model may facilitate downstream tasks such as disease diagnosis and prediction. Our model ...Master Thesis