Alzheimer's disease classification using mutual information generated graph convolutional network for functional MRI

BackgroundHigh-order cognitive functions depend on collaborative actions and information exchange between multiple brain regions. These inter-regional interactions can be characterized by mutual information (MI). Alzheimer's disease (AD) is known to affect many high-order cognitive functions, s...

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Bibliographic Details
Published in:	Journal of Alzheimer's disease Vol. 106; no. 3; p. 1021
Main Authors:	Fu, Yinghua, Jiang, Li, Detre, John, Wang, Ze
Format:	Journal Article
Language:	English
Published:	United States 01.08.2025
Subjects:	Aged Aged, 80 and over Alzheimer Disease - classification Alzheimer Disease - diagnostic imaging Brain - diagnostic imaging Brain - physiopathology Connectome - methods Female Humans Magnetic Resonance Imaging - methods Male Neural Networks, Computer graph convolutional network mutual information Alzheimer's disease functional magnetic resonance imaging
ISSN:	1875-8908, 1875-8908
Online Access:	Get more information
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