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Ischemic Stroke Lesion Segmentation

2 papers with code · Medical

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Boundary loss for highly unbalanced segmentation

17 Dec 2018LIVIAETS/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

Acute and sub-acute stroke lesion segmentation from multimodal MRI

31 Oct 2018NIC-VICOROB/SUNet-architecture

Acute stroke lesion segmentation tasks are of great clinical interest as they can help doctors make better informed treatment decisions.

ACUTE STROKE LESION SEGMENTATION ISCHEMIC STROKE LESION SEGMENTATION LESION SEGMENTATION OUTCOME PREDICTION IN MULTIMODAL MRI