Multi-relation graph convolutional network for Alzheimer’s disease diagnosis using structural MRI

Structural magnetic resonance imaging (sMRI) is widely applied in Alzheimer’s disease (AD) diagnosis tasks by reflecting structural anomalies of the brain. Currently, most existing methods solely focus on pathological changes in disease-affected brain regions and ignore their potential associations...

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Vydáno v:	Knowledge-based systems Ročník 270; s. 110546
Hlavní autoři:	Zhang, Jin, He, Xiaohai, Qing, Linbo, Chen, Xiang, Liu, Yan, Chen, Honggang
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 21.06.2023
Témata:	Alzheimer’s disease Deep learning Graph convolutional network Medical image processing Structural magnetic resonance imaging Deep learning Medical image processing Graph convolutional network Alzheimer’s disease Structural magnetic resonance imaging
ISSN:	0950-7051, 1872-7409
On-line přístup:	Získat plný text
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