Generating subpopulation-specific biventricular anatomy models using conditional point cloud variational autoencoders

Generative statistical models have a wide variety of applications in modelling of cardiac anatomy and function, including disease diagnosis and prediction, personalized shape analysis, and generation of population cohorts for electrophysiological and mechanical computer simulations. In this work, we...

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Bibliographic Details
Main Authors: Beetz, M, Banerjee, A, Grau, V
Format: Conference item
Language:English
Published: Springer 2022