Automatic Recognition of High-Density Epileptic EEG Using Support Vector Machine and Gradient-Boosting Decision Tree

Automatic Recognition of High-Density Epileptic EEG Using Support Vector Machine and Gradient-Boosting Decision Tree

Background: Epilepsy (Ep) is a chronic neural disease. The diagnosis of epilepsy depends on detailed seizure history and scalp electroencephalogram (EEG) examinations. The automatic recognition of epileptic EEG is an artificial intelligence application developed from machine learning (ML). Purpose:...

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Bibliographic Details
Main Authors: Jiaxiu He, Li Yang, Ding Liu, Zhi Song
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Brain Sciences
Subjects:
EEG
epilepsy
machine learning
SVM
GBDT
Online Access:https://www.mdpi.com/2076-3425/12/9/1197

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https://www.mdpi.com/2076-3425/12/9/1197

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