3D cardiac shape analysis with variational point cloud autoencoders for myocardial infarction prediction and virtual heart synthesis

Cardiac anatomy and physiology vary considerably across the human population. Understanding and taking into account this variability is crucial for both accurate clinical decision-making and realistic in silico modeling of cardiac function. In this work, we propose multi-class variational point clou...

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Bibliographic Details
Published in:Computerized medical imaging and graphics Vol. 124; p. 102587
Main Authors: Beetz, Marcel, Banerjee, Abhirup, Li, Lei, Camps, Julia, Rodriguez, Blanca, Grau, Vicente
Format: Journal Article
Language:English
Published: United States Elsevier Ltd 01.09.2025
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ISSN:0895-6111, 1879-0771, 1879-0771
Online Access:Get full text
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