Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation

Huiyu Li, Xiabi Liu, Said Boumaraf +3

Small object segmentation, like tumor segmentation, is a difficult and critical task in the field of medical image analysis. Although deep learning based methods have achieved prom…