Optimization with soft Dice can lead to a volumetric bias

Jeroen Bertels, David Robben, Dirk Vandermeulen +1

Segmentation is a fundamental task in medical image analysis. The clinical interest is often to measure the volume of a structure. To evaluate and compare segmentation methods, the…