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Role of the P-wave high frequency energy and duration as noninvasive cardiovascular predictors of paroxysmal atrial fibrillation

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Role of the P-wave high frequency energy and duration as noninvasive cardiovascular predictors of paroxysmal atrial fibrillation

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dc.contributor.author Alcaraz, Raúl es_ES
dc.contributor.author Martínez, Arturo es_ES
dc.contributor.author Rieta, J J es_ES
dc.date.accessioned 2016-05-21T09:22:38Z
dc.date.available 2016-05-21T09:22:38Z
dc.date.issued 2015-04
dc.identifier.issn 0169-2607
dc.identifier.uri http://hdl.handle.net/10251/64530
dc.description.abstract [EN] A normal cardiac activation starts in the sinoatrial node and then spreads throughout the atrial myocardium, thus defining the P-wave of the electrocardiogram. However, when the onset of paroxysmal atrial fibrillation (PAF) approximates, a highly disturbed electrical activity occurs within the atria, thus provoking fragmented and eventually longer P-waves. Although this altered atrial conduction has been successfully quantified just before PAF onset from the signal-averaged P-wave spectral analysis, its evolution during the hours preceding the arrhythmia has not been assessed yet. This work focuses on quantifying the P-wave spectral content variability over the 2 h preceding PAF onset with the aim of anticipating as much as possible the arrhythmic episode envision. For that purpose, the time course of several metrics estimating absolute energy and ratios of high- to low-frequency power in different bands between 20 and 200 Hz has been computed from the P-wave autoregressive spectral estimation. All the analyzed metrics showed an increasing variability trend as PAF onset approximated, providing the P-wave high-frequency energy (between 80 and 150 Hz) a diagnostic accuracy around 80% to discern between healthy subjects, patients far from PAF and patients less than 1 h close to a PAF episode. This discriminant power was similar to that provided by the most classical time-domain approach, i.e., the P-wave duration. Furthermore, the linear combination of both metrics improved the diagnostic accuracy up to 88.07%, thus constituting a reliable noninvasive harbinger of PAF onset with a reasonable anticipation. The information provided by this methodology could be very useful in clinical practice either to optimize the antiarrhythmic treatment in patients at high-risk of PAF onset and to limit drug administration in low risk patients. (C) 2015 Elsevier Ireland Ltd. All rights reserved. es_ES
dc.description.sponsorship This work was supported by the projects TEC2014-52250-R from the Spanish Ministry of Economy and Competitiveness and PPII-2014-026-P from Junta de Comunidades de Castilla La Mancha. The authors are grateful to cardiologists Fernando Hornero, Lorenzo Facila and Federico Paredes, from the Cardiac University Hospital of Valencia, for their valuable assistance in providing and inspecting the ECG recordings. en_EN
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof Computer Methods and Programs in Biomedicine es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Atrial fibrillation es_ES
dc.subject Autoregressive modeling es_ES
dc.subject Electrocardiogram es_ES
dc.subject Spectral analysis es_ES
dc.subject Surface P-wave es_ES
dc.subject.classification TECNOLOGIA ELECTRONICA es_ES
dc.title Role of the P-wave high frequency energy and duration as noninvasive cardiovascular predictors of paroxysmal atrial fibrillation es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.cmpb.2015.01.006
dc.relation.projectID info:eu-repo/grantAgreement/MINECO//TEC2014-52250-R/ES/CUANTIFICACION DEL REMODELADO ELECTROANATOMICO EN ARRITMIAS CARDIACAS. DE LA INVESTIGACION A LA TERAPIA PERSONALIZADA./ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/JCCM//PPII-2014-026-P/ es_ES
dc.rights.accessRights Cerrado es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Ingeniería Electrónica - Departament d'Enginyeria Electrònica es_ES
dc.description.bibliographicCitation Alcaraz, R.; Martínez, A.; Rieta, JJ. (2015). Role of the P-wave high frequency energy and duration as noninvasive cardiovascular predictors of paroxysmal atrial fibrillation. Computer Methods and Programs in Biomedicine. 119(2):110-119. https://doi.org/10.1016/j.cmpb.2015.01.006 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://dx.doi.org/10.1016/j.cmpb.2015.01.006 es_ES
dc.description.upvformatpinicio 110 es_ES
dc.description.upvformatpfin 119 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 119 es_ES
dc.description.issue 2 es_ES
dc.relation.senia 302090 es_ES
dc.identifier.pmid 25758369
dc.contributor.funder Ministerio de Economía y Competitividad
dc.contributor.funder Junta de Comunidades de Castilla-La Mancha


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