The Dice loss in the context of missing or empty labels: Introducing $\Phi$ and $\epsilon$

Sofie Tilborghs, Jeroen Bertels, David Robben +2

Albeit the Dice loss is one of the dominant loss functions in medical image segmentation, most research omits a closer look at its derivative, i.e. the real motor of the optimizati…