Machine learning-based decision tree classifier for the diagnosis of progressive supranuclear palsy and corticobasal degeneration.

Shunsuke KogaXiaolai ZhouGourisankar Ghosh

Published in: Neuropathology and applied neurobiology (2021)

Regardless of the morphology of astrocytic tau lesions, semi-quantitative tau pathology scores in select brain regions are sufficient to distinguish PSP and CBD. The decision tree simplifies neuropathologic differential diagnosis of PSP and CBD.

Keyphrases

machine learning
cerebrospinal fluid
decision making
multiple sclerosis
white matter
resting state
high resolution
artificial intelligence
functional connectivity
deep learning