A Convolutional Autoencoder Approach to Learn Volumetric Shape Representations for Brain Structures

Evan M. Yu, Mert R. Sabuncu

We propose a novel machine learning strategy for studying neuroanatomical shape variation. Our model works with volumetric binary segmentation images, and requires no pre-processin…