Epileptic Seizures Detection in EEG Signals Using Fusion Handcrafted and Deep Learning Features

Epileptic Seizures Detection in EEG Signals Using Fusion Handcrafted and Deep Learning Features

Epilepsy is a brain disorder disease that affects people’s quality of life. Electroencephalography (EEG) signals are used to diagnose epileptic seizures. This paper provides a computer-aided diagnosis system (CADS) for the automatic diagnosis of epileptic seizures in EEG signals. The proposed method...

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Bibliographic Details
Main Authors: Anis Malekzadeh, Assef Zare, Mahdi Yaghoobi, Hamid-Reza Kobravi, Roohallah Alizadehsani
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Sensors
Subjects:
epileptic seizures
EEG
diagnosis
TQWT
nonlinear features
CNN–RNN
Online Access:https://www.mdpi.com/1424-8220/21/22/7710

Internet

https://www.mdpi.com/1424-8220/21/22/7710

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