Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation

Fabian Balsiger, Yannick Soom, Olivier Scheidegger +1

Volumetric image segmentation with convolutional neural networks (CNNs) encounters several challenges, which are specific to medical images. Among these challenges are large volume…