• Stars
    star
    6
  • Rank 2,539,965 (Top 51 %)
  • Language
    Python
  • Created almost 8 years ago
  • Updated over 7 years ago

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Repository Details

In this project, a deep learning system is created to classify MRIs (volumetric) data from BRATS2015 to High/Low classes. The system comprises of data processing and 3d convolutional layers, 3d maxpool layers and functions to modularize similar group of layers to simplify the code. I used cross-validation to train and evaluate on 6 train/test sets with appropriate ratios of High/Low data.