Brain Lesion Segmentation From Mri

4 papers with code • 0 benchmarks • 0 datasets

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

Kamnitsask/deepmedic 18 Mar 2016

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 +2

Boundary loss for highly unbalanced segmentation

LIVIAETS/boundary-loss 17 Dec 2018

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 +3

A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis

freesurfer/freesurfer 12 Aug 2020

In this paper we propose a novel method for the segmentation of longitudinal brain MRI scans of patients suffering from Multiple Sclerosis.

3D Medical Imaging Segmentation Brain Image Segmentation +3

A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis

freesurfer/freesurfer 11 May 2020

Here we present a method for the simultaneous segmentation of white matter lesions and normal-appearing neuroanatomical structures from multi-contrast brain MRI scans of multiple sclerosis patients.

3D Medical Imaging Segmentation Brain Image Segmentation +3