Detection of epileptic seizures in EEG by using machine learning techniques

Detection of epileptic seizures in EEG by using machine learning techniques

In this research a public dataset of recordings of EEG signals of healthy subjects and epileptic patients was used to build three simple classifiers with low time complexity, these are decision tree, random forest and AdaBoost algorithm. The data was initially preprocessed to extract short waves of...

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Bibliographic Details
Main Authors: Muayed S AL-Huseiny, Ahmed S. Sajit
Format: Article
Language:English
Published: Polskie Towarzystwo Diagnostyki Technicznej 2023-01-01
Series:Diagnostyka
Subjects:
eeg
machine learning
biomedical engineering
epileptic seizure
cade
Online Access:http://www.diagnostyka.net.pl/Detection-of-epileptic-seizures-in-EEG-by-using-machine-learning-techniques,158277,0,2.html

Internet

http://www.diagnostyka.net.pl/Detection-of-epileptic-seizures-in-EEG-by-using-machine-learning-techniques,158277,0,2.html

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