Boundary loss for highly unbalanced segmentation

17 Dec 2018 • LIVIAETS/surface-loss •

We argue that a boundary loss can mitigate the difficulties of regional losses in the context of highly unbalanced segmentation problems because it uses integrals over the boundary between regions instead of unbalanced integrals over regions.

BRAIN LESION SEGMENTATION FROM MRI ISCHEMIC STROKE LESION SEGMENTATION LESION SEGMENTATION SEMANTIC SEGMENTATION UNBALANCED SEGMENTATION