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Brain Lesion Segmentation From Mri

2 papers with code · Medical

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Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation

18 Mar 2016Kamnitsask/deepmedic

We propose a dual pathway, 11-layers deep, three-dimensional Convolutional Neural Network for the challenging task of brain lesion segmentation.

3D MEDICAL IMAGING SEGMENTATION BRAIN LESION SEGMENTATION FROM MRI BRAIN TUMOR SEGMENTATION LESION SEGMENTATION

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