Distinguishing Epileptiform Discharges From Normal Electroencephalograms Using Scale-Dependent Lyapunov Exponent

Distinguishing Epileptiform Discharges From Normal Electroencephalograms Using Scale-Dependent Lyapunov Exponent

Epileptiform discharges are of fundamental importance in understanding the physiology of epilepsy. To aid in the clinical diagnosis, classification, prognosis, and treatment of epilepsy, it is important to develop automated computer programs to distinguish epileptiform discharges from normal electro...

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Bibliographic Details
Main Authors: Qiong Li, Jianbo Gao, Qi Huang, Yuan Wu, Bo Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
EEG
epileptiform discharges
power spectral density (PSD)
scale-dependent Lyapunov exponent (SDLE)
random forest classifier
support vector machine (SVM)
Online Access:https://www.frontiersin.org/article/10.3389/fbioe.2020.01006/full

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https://www.frontiersin.org/article/10.3389/fbioe.2020.01006/full

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