Enhanced Detection of Epileptic Seizure Using EEG Signals in Combination With Machine Learning Classifiers

Enhanced Detection of Epileptic Seizure Using EEG Signals in Combination With Machine Learning Classifiers

Electroencephalogram (EEG) is one of the most powerful tools that offer valuable information related to different abnormalities in the human brain. One of these abnormalities is the epileptic seizure. A framework is proposed for detecting epileptic seizures from EEG signals recorded from normal and...

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Bibliographic Details
Main Authors: Wail Mardini, Muneer Masadeh Bani Yassein, Rana Al-Rawashdeh, Shadi Aljawarneh, Yaser Khamayseh, Omar Meqdadi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Electroencephalogram (EEG)
discrete wavelet transform (DWT)
epilepsy
artificial neural network
k-nearest neighbor (k-NN)
support vector machine (SVM)
Online Access:https://ieeexplore.ieee.org/document/8972376/

Internet

https://ieeexplore.ieee.org/document/8972376/

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