Towards Clinical Diagnoses: Classifying Alzheimer's Disease Using Single fMRI, Small Datasets, and Transfer Learning

Abstract Purpose Deep learning and functional magnetic resonance imaging (fMRI) are two unique methodologies that can be combined to diagnose Alzheimer's disease (AD). Multiple studies have harnessed these methods to diagnose AD with high accuracy. However, there are difficulties in adapting th...

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Bibliographic Details
Main Authors: Samuel L. Warren, Ahmed A. Moustafa, for the Alzheimer's Disease Neuroimaging Initiative
Format: Article
Language:English
Published: Wiley 2025-03-01
Series:Brain and Behavior
Subjects:
Online Access:https://doi.org/10.1002/brb3.70427
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