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A group lasso based method for automatic physiological rhythm analysis
Conference ObjectAbstract: Physiological rhythms arise from nonlinear interactions between biological mechanisms and environmenPalabras claves:Autores:Barquero-Perez O., Figuera-Pozuelo C., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-ÁlvarezFuentes:scopusA new algorithm for rhythm discrimination in cardioverter defibrillators based on the initial voltage changes of the ventricular electrogram
ArticleAbstract: Aims. Ventricular activation onset is faster in supraventricular beats than in ventricular rhythms.Palabras claves:Electrogram morphology, Implantable cardioverter defibrillator, Supraventricular tachycardia, Tachyarrhythmia detection algorithms, Ventricular tachycardiaAutores:Arenal-Maíz A., Artés-Rodríguez A., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Ortiz M., Valdés-Chavarri M.Fuentes:scopusComputational efficiency and accuracy for QRS detection algorithms on clinical long term multilead monitoring
Conference ObjectAbstract: A number of relevant clinical measurements are derived from QRS detection. As a consequence, the fasPalabras claves:Autores:Blanco-Velasco M., Flores-Yepes J.A., GarcÍa-Alberola A., Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Melgarejo-Meseguer F.M., Siroky J., Villalba E.E.Fuentes:scopusAutomatic discrimination between supraventricular and ventricular tachycardia using a multilayer perceptron in implantable cardioverter defibrillators
ArticleAbstract: The morphological analysis of implantable cardioverter defibrillator (ICD) stored electrograms (EGM)Palabras claves:Defibrillator, electrogram, neural network, Ventricular tachycardiaAutores:Arenal-Maíz A., Artés-Rodríguez A., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Piñeiro-Ave J., Valdés-Chavarri M.Fuentes:scopusBenchmarking of a T-wave alternans detection method based on empirical mode decomposition
ArticleAbstract: Background and objective: T-wave alternans (TWA) is a fluctuation of the ST-T complex occurring on aPalabras claves:bootstrap resampling, electrocardiogram (ECG), Empirical Mode Decomposition (EMD), Repolarization, Spectral method (SM), T-wave alternans (TWA)Autores:Blanco-Velasco M., Cruz-Roldán F., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-ÁlvarezFuentes:scopusCardiac arrhythmia spectral analysis of electrogram signals using fourier organization analysis
Conference ObjectAbstract: Implantable Cardioverter Defibrillator (ICD) are devices which give relevant information about tachyPalabras claves:Autores:Alonso-Atienza F., Barquero-Perez O., Everss-Villalba E., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-Álvarez, Requena-Carrión J., Sánchez-Muñoz J.J.Fuentes:scopusDetection and estimation of T Wave Alternans with matched filter and nonparametric bootstrap test
Conference ObjectAbstract: Though alternans phenomena in the cardiac repolarization phase has been shown to be related to arrhyPalabras claves:Autores:Barquero-Perez O., GarcÍa-Alberola A., Gimeno-Blanes J.R., Goya-Esteban R., Jose Luis Rojo-Álvarez, Mora-Jimnez I.Fuentes:scopusDetection of life-threatening arrhythmias using feature selection and support vector machines
ArticleAbstract: Early detection of ventricular fibrillation (VF) and rapid ventricular tachycardia (VT) is crucial fPalabras claves:feature selection (FS), support vector machines (SVM), ventricular fibrillation (VF) detectionAutores:Alonso-Atienza F., Fernandez-Martinez L., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Morgado E.Fuentes:scopusHeart rate turbulence denoising using support vector machines
ArticleAbstract: Heart rate turbulence (HRT) is a transient acceleration and subsequent deceleration of the heart ratPalabras claves:bootstrap resampling, Denoising, Heart rate turbulence (HRT), short-term, support vector machine (SVM), Turbulence slope, Varepsilon-Huber costAutores:Barquero-Perez O., Everss-Villalba E., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Rodríguez-González A.B.Fuentes:scopusQRS delineation algorithms comparison and model fine tuning for automatic clinical classification
Conference ObjectAbstract: QRS complex extraction and wave detection have been paid intense efforts in scientific publicationsPalabras claves:Autores:Casanez-Ventura A., Flores-Yepes J.A., GarcÍa-Alberola A., Gimeno-Blanes F.J., Gimeno-Blanes J.R., Jose Luis Rojo-Álvarez, López-Ayala J.M.Fuentes:scopus