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…

cs.LG2021

Deep Conditional Gaussian Mixture Model for Constrained Clustering

Laura Manduchi, Kieran Chin-Cheong, Holger Michel +2

Constrained clustering has gained significant attention in the field of machine learning as it can leverage prior information on a growing amount of only partially labeled data. Fo…