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Estudio comparativo de algoritmos para la detección de la fibrilación auricular

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dc.contributor.advisorTFELopetegui Beregaña, José Maríaes_ES
dc.contributor.affiliationEscuela Técnica Superior de Ingenieros Industriales y de Telecomunicaciónes_ES
dc.contributor.affiliationTelekomunikazio eta Industria Ingeniarien Goi Mailako Eskola Teknikoaeu
dc.contributor.authorLarburu Rubio, Nekane
dc.contributor.departmentIngeniería Eléctrica y Electrónicaes_ES
dc.contributor.departmentIngeniaritza Elektrikoa eta Elektronikoaeu
dc.date.accessioned2011-10-07T11:15:59Z
dc.date.available2011-10-07T11:15:59Z
dc.date.issued2011
dc.description.abstractNine algorithms for Atrial Fibrillation (AF) detection were evaluated using the same protocol. The public databases MIT-BIH Arrhythmia and AF from PhysioNet were employed for the evaluation and comparison of these nine algorithms. Their performances were reported not only in terms of sensitivity (Se), specificity (Sp), positive predictive value (PPV), and error rate (Err), but also in terms of window length, input signal length, robustness to noise and computation time. These algorithms are based on the analysis of two characteristics observed in ECGs with AF: RR intervals Irregularity (RRI) and a chaotic atrial activity (AA). This AA can be analyzed in frequency (FA) and/or in time domain (P wave absence, PWA). Five algorithms were based on RRI; one algorithm was based only on AA; and the last three algorithms combined RRI with AA techniques.en
dc.description.degreeIngeniería de Telecomunicaciónes_ES
dc.description.degreeTelekomunikazio Ingeniaritzaeu
dc.format.mimetypeapplication/pdfen
dc.identifier.other0000577570es_ES
dc.identifier.urihttps://academica-e.unavarra.es/handle/2454/4136
dc.language.isoengen
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessen
dc.rights.accessRightsAcceso abierto / Sarbide irekiaes
dc.subjectElectrocardiograms (ECG)en
dc.subjectAtrial fibrillationen
dc.subjectRR intervals irregularityen
dc.subjectAtrial activityen
dc.titleEstudio comparativo de algoritmos para la detección de la fibrilación auriculares_ES
dc.title.alternativeComparative study of algorithms for atrial fibrillation detectionen
dc.typeinfo:eu-repo/semantics/masterThesisen
dc.typeProyecto Fin de Carrera / Ikasketen Amaierako Proiektuaes
dspace.entity.typePublication

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PFC. Acceso abierto (desde 2010) – IAP. Sarbide irekia (2010etik aurrera)
Proyectos Fin de Carrera ETSIIT - TIIGMET Ikasketen Amaierako Proiektuak