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Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging

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dc.creatorCaicedo Dorado, Alexander
dc.creatorVaron, Carolinaspa
dc.creatorVan Huffelspa
dc.creatorJansen, Katrienspa
dc.creatorLagae, Lievenspa
dc.date.accessioned2020-08-28T15:48:11Z
dc.date.available2020-08-28T15:48:11Z
dc.date.created2014-08-26spa
dc.description.abstractEpileptic seizures have a clear effect on the regulatory mechanisms of the autonomic nervous system, especially on the cardiac and respiratory controls. Changes in heart rate and respiration are well known to occur around the onset of the seizure. This paper studies the ECG signals recorded from patients suffering from epilepsy, whose ages ranged from 3 to 48 years. Both focal and generalized seizures are considered. Changes in cardiorespiratory control and coupling, are assessed using phase rectified signal averaging (PRSA), wich is a technique that finds quasi-periodicities in noisy and non-stationary signals. A positive predictive value (PPV) of 86.21% with sensitivity of 100% was obtained for focal seizures, and a PPV of 84.3% with 93.1% sensitivity for generalized seizures.eng
dc.format.mimetypeapplication/pdf
dc.identifier.doihttps//doi.org 10.1109/EMBC.2014.6944448
dc.identifier.issnISSN: 1558-4615
dc.identifier.issnEISSN: 1094-687X
dc.identifier.urihttps://repository.urosario.edu.co/handle/10336/28433
dc.language.isoengspa
dc.publisherEngineering in Medicine and Biology Societyspa
dc.relation.citationTitleIEEE Engineering in Medicine and Biology Society
dc.relation.ispartofIEEE Engineering in Medicine and Biology Society, ISSN: 1558-4615; EISSN: 1094-687X (2014)spa
dc.relation.urihttps://ieeexplore.ieee.org/abstract/document/6944448spa
dc.rights.accesRightsinfo:eu-repo/semantics/restrictedAccess
dc.rights.accesoRestringido (Acceso a grupos específicos)spa
dc.sourceIEEE Engineering in Medicine and Biology Societyspa
dc.source.instnameinstname:Universidad del Rosario
dc.source.reponamereponame:Repositorio Institucional EdocUR
dc.subject.keywordRail to rail inputsspa
dc.subject.keywordElectrocardiographyspa
dc.subject.keywordEpilepsyspa
dc.subject.keywordHeart beatspa
dc.subject.keywordElectroencephalographyspa
dc.subject.keywordTemporal lobespa
dc.titleDetection of epileptic seizures from single lead ECG by means of phase rectified signal averagingspa
dc.title.TranslatedTitleDetección de ataques epilépticos a partir de ECG de derivación única mediante promediado de señales de rectificación de fasespa
dc.typearticleeng
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersion
dc.type.spaArtículospa
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