Deep neural network heatmaps capture Alzheimer’s disease patterns reported in a large meta-analysis of neuroimaging studies

Deep neural network heatmaps capture Alzheimer’s disease patterns reported in a large meta-analysis of neuroimaging studies

Deep neural networks currently provide the most advanced and accurate machine learning models to distinguish between structural MRI scans of subjects with Alzheimer’s disease and healthy controls. Unfortunately, the subtle brain alterations captured by these models are difficult to interpret because...

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Bibliographic Details
Main Authors: Di Wang, Nicolas Honnorat, Peter T. Fox, Kerstin Ritter, Simon B. Eickhoff, Sudha Seshadri, Mohamad Habes
Format: Article
Language:English
Published: Elsevier 2023-04-01
Series:NeuroImage
Subjects:
Deep learning
Alzheimer’s disease
MRI
Explainable AI
Neuroimaging
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811923000770

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http://www.sciencedirect.com/science/article/pii/S1053811923000770

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