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Deep Learning Brain Segmentation

Brain segmentation for the 2D images using convolutional neural network.


Open In Colab Binder

This notebook presents the segmentation of brain regions in a 2D grayscale image.

The work was done on a dataset Neurite OASIS Sample Data.

This notebook shows the result of a 4- and 24-label segmentation. See dataset link for full description.

Result of prediction for 4 labels

In image, in order: Cortex, Subcortical-Gray-Matter, White-Matter, CSF.

License

License: MIT

This project is licensed under the terms of the MIT license (see LICENSE file).