Hurst Exponent and Tsallis Entropy Markers for Epileptic Detection from Children

Hurst Exponent and Tsallis Entropy Markers for Epileptic Detection from Children

The aim of the present study was to distinguish between healthy children and those with epilepsy by electroencephalography (EEG). Two biomarkers including Hurst exponents (H) and Tsallis entropy (TE) were used to investigate the background activity of EEG of 10 healthy children and 10 with epilepsy...

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Autor principal: sumai hamd jaffr
Formato: article
Lenguaje:EN
Publicado: Al-Khwarizmi College of Engineering – University of Baghdad 2021
Materias:
Chemical engineering
TP155-156
Engineering (General). Civil engineering (General)
TA1-2040
Acceso en línea:https://doaj.org/article/c105ecb99f714843b9e466f0a818f313
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spelling oai:doaj.org-article:c105ecb99f714843b9e466f0a818f3132021-12-02T17:29:35ZHurst Exponent and Tsallis Entropy Markers for Epileptic Detection from Children10.22153/kej.2021.11.0011818-11712312-0789https://doaj.org/article/c105ecb99f714843b9e466f0a818f3132021-03-01T00:00:00Zhttps://alkej.uobaghdad.edu.iq/index.php/alkej/article/view/717https://doaj.org/toc/1818-1171https://doaj.org/toc/2312-0789 The aim of the present study was to distinguish between healthy children and those with epilepsy by electroencephalography (EEG). Two biomarkers including Hurst exponents (H) and Tsallis entropy (TE) were used to investigate the background activity of EEG of 10 healthy children and 10 with epilepsy. EEG artifacts were removed using Savitzky-Golay (SG) filter. As it hypothesize, there was a significant changes in irregularity and complexity in epileptic EEG in comparison with healthy control subjects using t-test (p< 0.05). The increasing in complexity changes were observed in H and TE results of epileptic subjects make them suggested EEG biomarker associated with epilepsy and a reliable tool for detection and identification of this disease in children. Generally, this study aims to provide an evident of a reliable biomarker to detect epilepsy in children to give them an additional chance to live a high quality life. sumai hamd jaffrAl-Khwarizmi College of Engineering – University of BaghdadarticleChemical engineeringTP155-156Engineering (General). Civil engineering (General)TA1-2040ENAl-Khawarizmi Engineering Journal, Vol 17, Iss 1 (2021)
institution DOAJ
collection DOAJ
language EN
topic Chemical engineering
TP155-156
Engineering (General). Civil engineering (General)
TA1-2040
spellingShingle Chemical engineering
TP155-156
Engineering (General). Civil engineering (General)
TA1-2040
sumai hamd jaffr
Hurst Exponent and Tsallis Entropy Markers for Epileptic Detection from Children
description The aim of the present study was to distinguish between healthy children and those with epilepsy by electroencephalography (EEG). Two biomarkers including Hurst exponents (H) and Tsallis entropy (TE) were used to investigate the background activity of EEG of 10 healthy children and 10 with epilepsy. EEG artifacts were removed using Savitzky-Golay (SG) filter. As it hypothesize, there was a significant changes in irregularity and complexity in epileptic EEG in comparison with healthy control subjects using t-test (p< 0.05). The increasing in complexity changes were observed in H and TE results of epileptic subjects make them suggested EEG biomarker associated with epilepsy and a reliable tool for detection and identification of this disease in children. Generally, this study aims to provide an evident of a reliable biomarker to detect epilepsy in children to give them an additional chance to live a high quality life.
format article
author sumai hamd jaffr
author_facet sumai hamd jaffr
author_sort sumai hamd jaffr
title Hurst Exponent and Tsallis Entropy Markers for Epileptic Detection from Children
title_short Hurst Exponent and Tsallis Entropy Markers for Epileptic Detection from Children
title_full Hurst Exponent and Tsallis Entropy Markers for Epileptic Detection from Children
title_fullStr Hurst Exponent and Tsallis Entropy Markers for Epileptic Detection from Children
title_full_unstemmed Hurst Exponent and Tsallis Entropy Markers for Epileptic Detection from Children
title_sort hurst exponent and tsallis entropy markers for epileptic detection from children
publisher Al-Khwarizmi College of Engineering – University of Baghdad
publishDate 2021
url https://doaj.org/article/c105ecb99f714843b9e466f0a818f313
work_keys_str_mv AT sumaihamdjaffr hurstexponentandtsallisentropymarkersforepilepticdetectionfromchildren
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