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

Epileptic 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 pat...

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Fecha de publicación:
2014
Institución:
Universidad del Rosario
Repositorio:
Repositorio EdocUR - U. Rosario
Idioma:
eng
OAI Identifier:
oai:repository.urosario.edu.co:10336/28433
Acceso en línea:
https//doi.org 10.1109/EMBC.2014.6944448
https://repository.urosario.edu.co/handle/10336/28433
Palabra clave:
Rail to rail inputs
Electrocardiography
Epilepsy
Heart beat
Electroencephalography
Temporal lobe
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License
Restringido (Acceso a grupos específicos)
id EDOCUR2_5ec0cd98aadf811fcc63d25d1a8b3ff0
oai_identifier_str oai:repository.urosario.edu.co:10336/28433
network_acronym_str EDOCUR2
network_name_str Repositorio EdocUR - U. Rosario
repository_id_str
spelling 1413951260026c827fb-524d-4c98-829a-5c9a9c9c6127-194f23f75-02c2-4bdf-be25-b1e6c9a34047-100e98a12-b91d-41fa-bda9-a90a09246209-1c2155514-c66e-46f3-9fb8-921c4799b8d9-12020-08-28T15:48:11Z2020-08-28T15:48:11Z2014-08-26Epileptic 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.application/pdfhttps//doi.org 10.1109/EMBC.2014.6944448ISSN: 1558-4615EISSN: 1094-687Xhttps://repository.urosario.edu.co/handle/10336/28433engEngineering in Medicine and Biology SocietyIEEE Engineering in Medicine and Biology SocietyIEEE Engineering in Medicine and Biology Society, ISSN: 1558-4615; EISSN: 1094-687X (2014)https://ieeexplore.ieee.org/abstract/document/6944448Restringido (Acceso a grupos específicos)http://purl.org/coar/access_right/c_16ecIEEE Engineering in Medicine and Biology Societyinstname:Universidad del Rosarioreponame:Repositorio Institucional EdocURRail to rail inputsElectrocardiographyEpilepsyHeart beatElectroencephalographyTemporal lobeDetection of epileptic seizures from single lead ECG by means of phase rectified signal averagingDetección de ataques epilépticos a partir de ECG de derivación única mediante promediado de señales de rectificación de fasearticleArtículohttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_6501Caicedo Dorado, AlexanderVaron, CarolinaVan HuffelJansen, KatrienLagae, Lieven10336/28433oai:repository.urosario.edu.co:10336/284332021-06-03 00:49:48.182https://repository.urosario.edu.coRepositorio institucional EdocURedocur@urosario.edu.co
dc.title.spa.fl_str_mv Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging
dc.title.TranslatedTitle.spa.fl_str_mv Detección de ataques epilépticos a partir de ECG de derivación única mediante promediado de señales de rectificación de fase
title Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging
spellingShingle Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging
Rail to rail inputs
Electrocardiography
Epilepsy
Heart beat
Electroencephalography
Temporal lobe
title_short Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging
title_full Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging
title_fullStr Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging
title_full_unstemmed Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging
title_sort Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging
dc.subject.keyword.spa.fl_str_mv Rail to rail inputs
Electrocardiography
Epilepsy
Heart beat
Electroencephalography
Temporal lobe
topic Rail to rail inputs
Electrocardiography
Epilepsy
Heart beat
Electroencephalography
Temporal lobe
description Epileptic 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.
publishDate 2014
dc.date.created.spa.fl_str_mv 2014-08-26
dc.date.accessioned.none.fl_str_mv 2020-08-28T15:48:11Z
dc.date.available.none.fl_str_mv 2020-08-28T15:48:11Z
dc.type.eng.fl_str_mv article
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_6501
dc.type.spa.spa.fl_str_mv Artículo
dc.identifier.doi.none.fl_str_mv https//doi.org 10.1109/EMBC.2014.6944448
dc.identifier.issn.none.fl_str_mv ISSN: 1558-4615
EISSN: 1094-687X
dc.identifier.uri.none.fl_str_mv https://repository.urosario.edu.co/handle/10336/28433
url https//doi.org 10.1109/EMBC.2014.6944448
https://repository.urosario.edu.co/handle/10336/28433
identifier_str_mv ISSN: 1558-4615
EISSN: 1094-687X
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.citationTitle.none.fl_str_mv IEEE Engineering in Medicine and Biology Society
dc.relation.ispartof.spa.fl_str_mv IEEE Engineering in Medicine and Biology Society, ISSN: 1558-4615; EISSN: 1094-687X (2014)
dc.relation.uri.spa.fl_str_mv https://ieeexplore.ieee.org/abstract/document/6944448
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_16ec
dc.rights.acceso.spa.fl_str_mv Restringido (Acceso a grupos específicos)
rights_invalid_str_mv Restringido (Acceso a grupos específicos)
http://purl.org/coar/access_right/c_16ec
dc.format.mimetype.none.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Engineering in Medicine and Biology Society
dc.source.spa.fl_str_mv IEEE Engineering in Medicine and Biology Society
institution Universidad del Rosario
dc.source.instname.none.fl_str_mv instname:Universidad del Rosario
dc.source.reponame.none.fl_str_mv reponame:Repositorio Institucional EdocUR
repository.name.fl_str_mv Repositorio institucional EdocUR
repository.mail.fl_str_mv edocur@urosario.edu.co
_version_ 1814167474670665728

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