Epileptic Seizure Detection in EEG Signals Using Machine Learning and Deep Learning Techniques

Epileptic Seizure Detection in EEG Signals Using Machine Learning and Deep Learning Techniques

This research presents a novel approach to detecting epileptic seizures leveraging the strengths of Machine Learning (ML) and Deep Learning (DL) algorithms in EEG signals. Epileptic seizures are neurological events with distinctive features found in Electroencephalography (EEG) that lend considerabl...

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Bibliographic Details
Main Authors: Hepseeba Kode, Khaled Elleithy, Laiali Almazaydeh
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
XGBoost
TabNet
deep learning (DL)
machine learning (ML)
random forest (RF)
epileptic seizures
Online Access:https://ieeexplore.ieee.org/document/10547246/

Internet

https://ieeexplore.ieee.org/document/10547246/

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