Overview - abybordi/AD-MRI GitHub Wiki

image preprocessing scripts

• data download from OASIS
• standardization of MRI images
• normalization to [0, 1]

data import script

• import data
• train/test/validation split
• handle class imbalance

CAE model script (CNN without inception block)

• encoder -> decoder : auto-encoder
• encoder -> flatten : classifier
• prediction metrics

ICAE model script (CNN with inception block)

• encoder -> decoder : auto-encoder
• encoder -> flatten : classifier
• prediction metrics