Classification of Mild Cognitive Impairment Based on a Combined High-Order Network and Graph Convolutional Network

Detection of early stages of Alzheimer's disease (AD) (i.e., mild cognitive impairment (MCI)) is important because it can delay or prevent progression to AD. The current researches of MCI classification are mainly based on static low-order functional connectivity network (FCN) and image informa...

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Bibliographic Details
Main Authors: Xuegang Song, Ahmed Elazab, Yuexin Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9003258/