Bayesian Optimization of Machine Learning Classification of Resting-State EEG Microstates in Schizophrenia: A Proof-of-Concept Preliminary Study Based on Secondary Analysis

Bayesian Optimization of Machine Learning Classification of Resting-State EEG Microstates in Schizophrenia: A Proof-of-Concept Preliminary Study Based on Secondary Analysis

Resting-state electroencephalography (EEG) microstates reflect sub-second, quasi-stable states of brain activity. Several studies have reported alterations of microstate features in patients with schizophrenia (SZ). Based on these findings, it has been suggested that microstates may represent neurop...

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Bibliographic Details
Main Authors: Ahmadreza Keihani, Seyed Saman Sajadi, Mahsa Hasani, Fabio Ferrarelli
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Brain Sciences
Subjects:
microstate analysis
schizophrenia
optimized machine learning
microstate map correlation
resting-state EEG
Online Access:https://www.mdpi.com/2076-3425/12/11/1497

Internet

https://www.mdpi.com/2076-3425/12/11/1497

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