Generative 3D Cardiac Shape Modelling for In-Silico Trials

Andrei Gasparovici, Alex Serban

We propose a deep learning method to model and generate synthetic aortic shapes based on representing shapes as the zero-level set of a neural signed distance field, conditioned by…