Classification of Schizophrenia by Combination of Brain Effective and Functional Connectivity

Classification of Schizophrenia by Combination of Brain Effective and Functional Connectivity

At present, lots of studies have tried to apply machine learning to different electroencephalography (EEG) measures for diagnosing schizophrenia (SZ) patients. However, most EEG measures previously used are either a univariate measure or a single type of brain connectivity, which may not fully captu...

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Bibliographic Details
Main Authors: Zongya Zhao, Jun Li, Yanxiang Niu, Chang Wang, Junqiang Zhao, Qingli Yuan, Qiongqiong Ren, Yongtao Xu, Yi Yu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Neuroscience
Subjects:
schizophrenia
effective connectivity
functional connectivity
classification
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.651439/full

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