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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Veröffentlicht in:	Knowledge-based systems Jg. 270; S. 110546
Hauptverfasser:	Zhang, Jin, He, Xiaohai, Qing, Linbo, Chen, Xiang, Liu, Yan, Chen, Honggang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 21.06.2023
Schlagworte:	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
Online-Zugang:	Volltext
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