Automated diagnosis of schizophrenia using EEG microstates and Deep Convolutional Neural Network

作者：

Highlights：

• Schizophrenia disorder that causes emotional, social and cognitive distortion.

• Random walk of microstates allows to improve the identification descriptor.

• Deep learning makes it possible to identify a patient with schizophrenia in 3 min.

摘要

•Schizophrenia disorder that causes emotional, social and cognitive distortion.•Random walk of microstates allows to improve the identification descriptor.•Deep learning makes it possible to identify a patient with schizophrenia in 3 min.

论文关键词：Electroencephalography,Microstates,Random walk,Convolutional neural network,Schizophrenia,Automatic detection,Computer-aided

论文评审过程：Received 10 May 2021, Revised 14 July 2022, Accepted 17 July 2022, Available online 22 July 2022, Version of Record 30 July 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118236