We propose a boundary loss, which takes the form of a distance metric on the space of contours, not regions.
BRAIN LESION SEGMENTATION FROM MRI ISCHEMIC STROKE LESION SEGMENTATION LESION SEGMENTATION SEMANTIC SEGMENTATION UNBALANCED SEGMENTATION
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
However, the presence of stroke lesion may cause neural disruptions to other brain regions, and these potentially damaged regions may affect the clinical outcome of stroke patients.