CNN-for-Brain-Tumor

This is a simple Convolutional Neural Network Model for Brain Tumor Classification into four tumor types and one control group.

Requirements

1. Python 2.7.x or Python 3.5.x or larger
2. Tensorflow v1.0+ and Tensorflow GPU version to run on a graphic card
3. Scikit learn libraries
4. Numpy and Scipy
5. TFLearn (http://tflearn.org/installation/)

Installation of Tensorflow and other libraries can be found in their websites.

Dataset

The dataset used for this research project is available under the link https://www.dropbox.com/sh/qor3axvczfd02xy/AABtBMWs8s-_BkIFquOC5Pbua?dl=0

Execution

1. Make sure all the libaries are installed

2. Get the dataset in the same folder as the program

3. Run the proposed model

 $ python proposed_model.py

Altering the program

You can use the proposed model, change the parameters in it to test for yourown dataset.