Early Detection of Stress and Anxiety Based Seizures in Position Data Augmented EEG Signal Using Hybrid Deep Learning Algorithms

Early Detection of Stress and Anxiety Based Seizures in Position Data Augmented EEG Signal Using Hybrid Deep Learning Algorithms

Epilepsy is a neurological problem due to aberrant brain activity. Epilepsy diagnose through Electroencephalography (EEG) signal. Human interpretation and analysis of EEG signal for earlier detection of epilepsy is subjected to error. Detection of Epileptic seizures due to stress and anxiety is the...

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Bibliographic Details
Main Authors: Kamini Kamakshi, Arthi Rengaraj
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Data augmentation
EEG
epileptic seizure signal
feature extraction
LSTM classifier
Online Access:https://ieeexplore.ieee.org/document/10433184/

Internet

https://ieeexplore.ieee.org/document/10433184/

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