Skull-stripping induces shortcut learning in MRI-based Alzheimer's disease classification

Christian Tinauer, Maximilian Sackl, Rudolf Stollberger +3

Objectives: High classification accuracy of Alzheimer's disease (AD) from structural MRI has been achieved using deep neural networks, yet the specific image features contributing…