Discriminative and Generative Models for Anatomical Shape Analysison Point Clouds with Deep Neural Networks

Benjamin Gutierrez Becker, Ignacio Sarasua, Christian Wachinger

We introduce deep neural networks for the analysis of anatomical shapes that learn a low-dimensional shape representation from the given task, instead of relying on hand-engineered…