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Quantitative analysis of EEG slow wave activity based on MinPeakProminence method

Traitement Du Signal · Haziran 2021

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YÖKSİS Kayıtları
Quantitative Analysis of EEG Slow Wave Activity Based on MinPeakProminence Method
Traitement du Signal · 2021 SCI-Expanded
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Makale Bilgileri

DergiTraitement Du Signal
Yayın TarihiHaziran 2021
Cilt / Sayfa38 · 757-773
DOI10.18280/ts.380323
Scopus ID2-s2.0-85111776693
Erişim🔓 Açık Erişim
Özet Persistent, unchanging, and non-reactive focal or generalized abnormal Slow Wave (SW) activities in an awake adult patient are examined pathologically. Although these waves in Electroencephalogram (EEG) are much less prominent than transient activities in some areas, it is not possible to understand them easily by looking at the EEG. For this reason, reliable computer programs that can sort out Slow Waves (SWs) correctly are needed. In this study, a new method based on MinPeakProminence that can detect abnormal SW activities was developed. To test the performance of the study, the data collected from Selcuk University Hospital (22 subjects - epilepsy and various neurological diseases) and Bonn Hospital (only normal A dataset) were used. Various statistical performance measurement methods were used to search the results. The results of this analysis revealed that the classification success, sensitivity and specificity values obtained with the SUH dataset were 96.5%, 93.3% and 96.1%, respectively. In the results of the experiments made with the Bonn dataset, 100% classification success was achieved. Besides, according to the analyses, it was found that SWs are frequently seen in the posterior regions of the brain, especially in the parietal and occipital regions in the SUH dataset.

Yazarlar (3)

1
Sema Yildirim
2
Hasan Erdinc Kocer
3
Ahmet Hakan Ekmekci

Anahtar Kelimeler

Electroencephalogram Epilepsy Minpeakprominence Neurologic disorder Peak Slow wave

Kurumlar

Konya Technical University
Konya Turkey
Selçuk Üniversitesi
Selçuklu Turkey

Metrikler

2
Atıf
3
Yazar
6
Anahtar Kelime

Sistemimizdeki Yazarlar

SY
SEMA YILDIRIM
ÖĞRETİM GÖREVLİSİ

Hızlı Erişim

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