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Authors: Mario de-Prado-Cumplido 1 ; Ángel Arenal-Maíz 2 ; Mercedes Ortiz-Patón 2 and Antonio Artés-Rodríguez 1

Affiliations: 1 Universidad Carlos III de Madrid, Spain ; 2 Laboratory of Cardiac Electrophysiology, Hospital General Universitario Gregorio Marañón,, Spain

Abstract: Inappropriate classification of Supraventricular Tachycardias with 1:1 atriovetricular conduction is a mayor issue in dual-chamber implantable cardioverter defribillators. In order to distinguish Supraventricular from Ventricular Tachycardias a new methodology is proposed. The tachyarrhythmia episodes ECGs are characterized into feature vectors, which are then classified using a Support Vector Machine. The best features of the vectors are selected by means of several Feature Selection methods. The performance of the algorithm over-comes existing algorithms for implantable devices.

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Paper citation in several formats:
de-Prado-Cumplido, M.; Arenal-Maíz, Á.; Ortiz-Patón, M. and Artés-Rodríguez, A. (2005). SVM Classification of Sparse Set of 1:1 Ventricular and Supraventricular Tachycardia. In Proceedings of the 1st International Workshop on Biosignal Processing and Classification (ICINCO 2005) - BPC; ISBN 972-8865-35-X, SciTePress, pages 95-101. DOI: 10.5220/0001195600950101

@conference{bpc05,
author={Mario de{-}Prado{-}Cumplido. and Ángel Arenal{-}Maíz. and Mercedes Ortiz{-}Patón. and Antonio Artés{-}Rodríguez.},
title={SVM Classification of Sparse Set of 1:1 Ventricular and Supraventricular Tachycardia},
booktitle={Proceedings of the 1st International Workshop on Biosignal Processing and Classification (ICINCO 2005) - BPC},
year={2005},
pages={95-101},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001195600950101},
isbn={972-8865-35-X},
}

TY - CONF

JO - Proceedings of the 1st International Workshop on Biosignal Processing and Classification (ICINCO 2005) - BPC
TI - SVM Classification of Sparse Set of 1:1 Ventricular and Supraventricular Tachycardia
SN - 972-8865-35-X
AU - de-Prado-Cumplido, M.
AU - Arenal-Maíz, Á.
AU - Ortiz-Patón, M.
AU - Artés-Rodríguez, A.
PY - 2005
SP - 95
EP - 101
DO - 10.5220/0001195600950101
PB - SciTePress