Schizophrenia classification using machine learning on resting state EEG signal

•Early diagnosis of schizophrenia is a very difficult task.•A processing pipeline for selecting features based on resting state EEG data is proposed.•Complexity measures allowed standard machine learning algorithms to perform very efficiently. Schizophrenia is a severe mental disorder associated wit...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 79; p. 104233
Main Authors:	Ruiz de Miras, J., Ibáñez-Molina, A.J., Soriano, M.F., Iglesias-Parro, S.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2023
Subjects:	EEG Machine-learning classification Resting state Schizophrenia Schizophrenia Resting state Machine-learning classification EEG
ISSN:	1746-8094, 1746-8108
Online Access:	Get full text
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