Obstructive Sleep Apnea Detection Using Lomb-Scargle Periodogram Method

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dc.authoridKavuran, Gurkan/0000-0003-2651-5005;
dc.authorwosidKavuran, Gurkan/S-6935-2016
dc.authorwosidYeroglu, Celaleddin/ABG-9572-2020
dc.contributor.authorKavuran, Gurkan
dc.contributor.authorYeroglu, Celaleddin
dc.date.accessioned2024-08-04T20:45:50Z
dc.date.available2024-08-04T20:45:50Z
dc.date.issued2018
dc.departmentİnönü Üniversitesien_US
dc.descriptionInternational Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 28-30, 2018 -- Inonu Univ, Malatya, TURKEYen_US
dc.description.abstractIn this study, the power spectral density of the heart rate signal was investigated by the Lomb-Scargle Periodogram method for obstructive sleep apnea (OSA) estimation. Sleep apnea, which occurs as a result of respiratory failure during sleep, is interpreted by scoring polysomnographic signals. One of these signals, Electrocardiogram (ECG), contains noise in its structure and exhibits irregular alteration. In this study, the power spectrum of the heart rate variability (HRV) was obtained based on filtered ECG signals. Analyzes in the presence of OSA and in the absence of OSA have shown that deviations occur in the high and low frequency components of the HRV.en_US
dc.description.sponsorshipInonu Univ, Comp Sci Dept,IEEE Turkey Sect,Anatolian Scien_US
dc.identifier.isbn978-1-5386-6878-8
dc.identifier.scopus2-s2.0-85062568032en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://hdl.handle.net/11616/98709
dc.identifier.wosWOS:000458717400026en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2018 International Conference on Artificial Intelligence and Data Processing (Idap)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectObstructive Sleep Apneaen_US
dc.subjectLomb-Scargle periodogramen_US
dc.subjectElectrocardiogramen_US
dc.subjectHeart rate variabilityen_US
dc.titleObstructive Sleep Apnea Detection Using Lomb-Scargle Periodogram Methoden_US
dc.typeConference Objecten_US

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