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20202025
most citedInterpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms

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cs.LG2022

Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models

Alain Ryser, Laura Manduchi, Fabian Laumer +3

We propose a novel anomaly detection method for echocardiogram videos. The introduced method takes advantage of the periodic nature of the heart cycle to learn three variants of a…