Automated recognition of epilepsy from EEG signals using a combining space–time algorithm of CNN-LSTM

Automated recognition of epilepsy from EEG signals using a combining space–time algorithm of CNN-LSTM

Abstract Intelligent recognition methods for classifying non-stationary and non-invasive epileptic diagnoses are essential tools in neurological research. Electroencephalogram (EEG) signals exhibit better temporal characteristics in the detection of epilepsy compared to radiation medical images like...

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Bibliographic Details
Main Authors:	Xiashuang Wang, Yinglei Wang, Dunwei Liu, Ying Wang, Zhengjun Wang
Format:	Article
Language:	English
Published:	Nature Portfolio 2023-09-01
Series:	Scientific Reports
Online Access:	https://doi.org/10.1038/s41598-023-41537-z

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