A hybrid deep neural network for classification of schizophrenia using EEG Data

Abstract Schizophrenia is a serious mental illness that causes great harm to patients, so timely and accurate detection is essential. This study aimed to identify a better feature to represent electroencephalography (EEG) signals and improve the classification accuracy of patients with schizophrenia...

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Bibliographic Details
Main Authors: Jie Sun, Rui Cao, Mengni Zhou, Waqar Hussain, Bin Wang, Jiayue Xue, Jie Xiang
Format: Article
Language:English
Published: Nature Publishing Group 2021-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-83350-6