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Alzheimer's Disease
Investigating the Utility of Explainable Artificial Intelligence for Neuroimaging-Based Dementia Diagnosis and Prognosis
Artificial intelligence and neuroimaging enable accurate dementia prediction but often involve ‘black box’ models that can …
Sophie A Martin
,
An Zhao
,
Jiongqi Qu
,
Phoebe Imms
,
Andrei Irimia
,
Frederik Barkhof
,
James H Cole
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DOI
Interpretable Alzheimer’s Disease Classification Via a Contrastive Diffusion Autoencoder
A diffusion autoencoder coupled with a contrastive loss is used to produce accurate and interpretable MR image classifications of Alzheimer’s Disease.
Ayodeji Ijishakin
,
Ahmed Abdulaal
,
Adamos Hadjasavilou
,
Sophie A Martin
,
James H Cole
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