Research on epileptic EEG recognition based on improved residual networks of 1-D CNN and indRNN

Abstract Background Epilepsy is one of the diseases of the nervous system, which has a large population in the world. Traditional diagnosis methods mostly depended on the professional neurologists’ reading of the electroencephalogram (EEG), which was time-consuming, inefficient, and subjective. In r...

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Bibliographic Details
Main Authors: Mengnan Ma, Yinlin Cheng, Xiaoyan Wei, Ziyi Chen, Yi Zhou
Format: Article
Language:English
Published: BMC 2021-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
CNN
Online Access:https://doi.org/10.1186/s12911-021-01438-5