Identification of epileptic networks with graph convolutional network incorporating oscillatory activities and evoked synaptic responses

Identification of epileptic networks with graph convolutional network incorporating oscillatory activities and evoked synaptic responses

Stereoelectroencephalography (SEEG) offers unique neural data from in-depth brain structures with fine temporal resolutions to better investigate the origin of epileptic brain activities. Although oscillatory patterns from different frequency bands and functional connectivity computed from the SEEG...

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Bibliographic Details
Main Authors: Yonglin Dou, Jing Xia, Mengmeng Fu, Yunpeng Cai, Xianghong Meng, Yang Zhan
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:NeuroImage
Subjects:
Deep network
Unsupervised learning
Seizure onset zones
Adaptive graph convolution
Seizure network
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811923005906

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http://www.sciencedirect.com/science/article/pii/S1053811923005906

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