Detection of epileptic seizure in EEG signals using machine learning and deep learning techniques

Detection of epileptic seizure in EEG signals using machine learning and deep learning techniques

Abstract Around 50 million individuals worldwide suffer from epilepsy, a chronic, non-communicable brain disorder. Several screening methods, including electroencephalography, have been proposed to identify epileptic episodes. EEG data, which are frequently utilised to enhance epilepsy analysis, off...

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Bibliographic Details
Main Authors: Pankaj Kunekar, Mukesh Kumar Gupta, Pramod Gaur
Format: Article
Language:English
Published: SpringerOpen 2024-01-01
Series:Journal of Engineering and Applied Science
Subjects:
Epilepsy analysis
Electroencephalogram
Epileptic seizure detection
LSTM
Comparative analysis
UCI dataset
Online Access:https://doi.org/10.1186/s44147-023-00353-y

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