Issues - abybordi/AD-MRI GitHub Wiki

Issues and resolutions

  • combining T1 and T2 images during preprocessing

    • idea tabled {db}

  • implementation of neural network based on paper

    • modify layers as needed {all}

  • class imbalance (~36% NC, ~64% AD)

    • using sklearn.utils, add balancing weights to data generator {ac}

  • training not initiating properly

    • reduce dimensions by taking only the most relevant ventricle slices (16 out of 120) {db}

  • length of time training on Google Colab

    • reduce parameters through adjustments {all}
    • Colab Pro option

  • interpretation of training results