Brain-Segmentation

This repository contains the code for segmenting brain tissues from a CT scan: cerebrospinal fluid, white matter & gray matter.

Code contributors:

It uses several methods:

Tissue Models
Label Propagation
K-means
Expectation-Maximization
A combination of these The segmentation algorithms are evaluation using the DSC scores w.r.t. the ground truth segmentations.

Name		Name	Last commit message	Last commit date
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Brain_Segmentation_report.pdf		Brain_Segmentation_report.pdf
README.md		README.md
Segmentation_Brain_Atlas.ipynb		Segmentation_Brain_Atlas.ipynb