Identification of Alzheimer’s disease brain networks based on EEG phase synchronization

Abstract Objective Using the phase synchronization of EEG signals, two different phases, PLI and PLV, were used to construct brain network analysis and graph convolutional neural network, respectively, to achieve automatic identification of Alzheimer’s disease (AD) and to assist in the early diagnos...

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Bibliographic Details
Main Authors: Jiayi Cao, Bin Li, Xiaoou Li
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BioMedical Engineering OnLine
Subjects:
Online Access:https://doi.org/10.1186/s12938-025-01361-0
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