Interpretable machine learning for dementia: A systematic review

Sophie A Martin, Florence Townend, Frederik Barkhof, James H Cole
January 2023
Project DOI
Publication
Alzheimer’s & Dementia

Authors: Sophie A. Martin, Florence J. Townend, Frederik Barkhof, James H. Cole

DOI: https://doi.org/10.1002/alz.12948

Interpretability Dementia Deep Learning Alzheimer's Disease Neuroimaging Selected
Sophie A Martin
Sophie A Martin
Research Fellow

My research interests include neuroimaging, artificial intelligence and interpretability.

Florence Townend
Florence Townend
PhD Student

I am working on multi-modal data fusion techniques applied to predicting the prognosis of motor neurone disease.

James H Cole
James H Cole
Professor of Neuroimage Computing

My research interests include neuroimaging, ageing and neurodegenerative diseases