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Heart Rate Turbulence modeling using Boosted Regression Trees
Conference ObjectAbstract: Heart Rate Turbulence (HRT) is a relevant cardiac risk stratification criterion. It is accepted thePalabras claves:Autores:Barquero-Perez O., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-ÁlvarezFuentes:scopusHeart Rate Turbulence modulation with coupling interval and heart rate
Conference ObjectAbstract: Heart Rate Turbulence (HRT) is a powerful risk stratification criterion in patients with cardiac disPalabras claves:Autores:Barquero-Perez O., Figuera-Pozuelo C., GarcÍa-Alberola A., Gimeno-Blanes J.R., Goya-Esteban R., Jose Luis Rojo-Álvarez, Mora-Jimnez I.Fuentes:scopusHeart rate control in chronic heart failure: Resting versus mean heart rate with prolonged ambulatory ECG recording
ArticleAbstract:Palabras claves:Heart Failure, Heart rate, Holter monitoringAutores:Barquero-Perez O., Bravo I.P.G., Chavarri M.V., GarcÍa-Alberola A., Goya-Esteban R., Januzzi J.L., Jose Luis Rojo-Álvarez, Manzano-Fernández S., Pascual-Figal D.A., Pastor-Pérez F.J.Fuentes:scopusHeart rate turbulence analysis based on photoplethysmography
ArticleAbstract: The goal of this paper is to determine whether the photoplethysmography (PPG) can replace the ECG-baPalabras claves:Heart rate turbulence (HRT), hemodialysis, photoplethysmography (PPG), pulse rate turbulence (PRT), pulse transit time (PTT), ventricular premature beat (VPB)Autores:Barquero-Perez O., GarcÍa-Alberola A., Gil E., Martínez J.P., Pablo Laguna, Sornmo L.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:scopusHeart rate variability on 7-day holter monitoring using a bootstrap rhythmometric procedure
ArticleAbstract: Heart rate variability (HRV) markers have been widely used to characterize the autonomous regulationPalabras claves:Bootstrap test, Circadian, Heart Rate Variability (HRV), Infradian, Long-term monitoring, Seven-day Holter, UltradianAutores:Barquero-Perez O., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-Álvarez, Manzano-Fernández S., Mora-Jimnez I., Pascual-Figal D.A., Pastor-Pérez F.J.Fuentes:scopusElectrocardiographic fragmented activity (I): Physiological meaning of multivariate signal decompositions
ArticleAbstract: Recent research has proven the existence of statistical relation among fragmented QRS and several hiPalabras claves:eCG, Fragmentation analysis, Fragmentation detection, ICA, Multivariate techniques, PCaAutores:GarcÍa-Alberola A., Gimeno-Blanes F.J., Gimeno-Blanes J.R., Jose Luis Rojo-Álvarez, Martínez-Sánchez J., Melgarejo-Meseguer F.M., Salar-Alcaraz M.E.Fuentes:scopusElectrocardiographic fragmented activity (II): A machine learning approach to detection
ArticleAbstract: Hypertrophic cardiomyopathy, according to its prevalence, is a comparatively common disease relatedPalabras claves:eCG, Fibrosis detection, Fragmentation detection, Machine learning, Multivariate techniquesAutores:GarcÍa-Alberola A., Gimeno-Blanes F.J., Gimeno-Blanes J.R., Jose Luis Rojo-Álvarez, Martínez-Sánchez J., Melgarejo-Meseguer F.M., Salar-Alcaraz M.E.Fuentes:scopusEnabling heart self-monitoring for all and for AAL-Portable device within a complete telemedicine system
ArticleAbstract: During the last decades there has been a rapidly growing elderly population and the number of patienPalabras claves:Arterial blood pressure, Atrial fibrillation detector, e-Health, eCG, Portability, QRS detector, sensorsAutores:Bleda A.L., Corral J., GarcÍa-Alberola A., Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Maestre-Ferriz R., Melgarejo-Meseguer F.M., Ruiz R.Fuentes:scopusFeature selection using support vector machines and bootstrap methods for ventricular fibrillation detection
Conference ObjectAbstract: Early detection of ventricular fibrillation (VF) is crucial for the success of the defibrillation thPalabras claves:Arrhythmia classification, Bootstrap, feature selection, SUPPORT VECTOR MACHINES, Ventricular fibrillation detectionAutores:Alonso-Atienza F., Camps-Valls G., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Rosado-Muñoz A., Vinagre J.J.Fuentes:scopus