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

Journal: Neuropathology and applied neurobiology

Published Date: Dec 1, 2021

Abstract

AIMS: This study aimed to clarify the different topographical distribution of tau pathology between progressive supranuclear palsy (PSP) and corticobasal degeneration (CBD) and establish a machine learning-based decision tree classifier.

Authors

Shunsuke Koga

From the Department of Neuroscience, Mayo Clinic, Jacksonville, Florida, USA.
Xiaolai Zhou

Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA.
Dennis W Dickson

From the Department of Neuroscience, Mayo Clinic, Jacksonville, Florida, USA.

Keywords

Aged Aged, 80 and over Brain Corticobasal Degeneration Decision Trees Diagnosis, Differential Female Humans Inclusion Bodies Machine Learning Male Middle Aged Nerve Degeneration Neurofibrillary Tangles Supranuclear Palsy, Progressive tau Proteins

External Resources

View on PubMed Access via DOI PubMed (33763863)

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

Abstract

Authors

Keywords

External Resources

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