Skip to content

Brain segmentation for the 2D images using convolutional neural network

License

Notifications You must be signed in to change notification settings

zsxoff/deep-learning-brain-segmentation

Repository files navigation

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).