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scopus(20)
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:scopusClassifying cardiac arrhythmic episodes via data compression
ArticleAbstract: The rapid development of the cloud computing technology is favoring the emergence of new platforms oPalabras claves:Automatic classification, Cardiac arrhythmic episode, data compression, Implantable cardioverter defibrillator, Kernel methodAutores:Chavarria-Asso F., GarcÍa-Alberola A., García-García A., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Martin-Mendez M., Mora-Jimnez I.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: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:scopusBig-data analytics for Arrhythmia Classification using data compression and kernel methods
Conference ObjectAbstract: Big data analytics is broadly used today in multiple research fields to discover and analyze hiddenPalabras claves:Autores:GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Montserrat-García-De-Pablo M., Mora-Jimnez I., Moreno-González R.Fuentes:scopusAn approach to new methods for digital signal processing on optical mapping sequences and electrical mapping
Conference ObjectAbstract: Optical Mapping (OM) sequences represent a very useful tool for registering cardiac bioelectric actiPalabras claves:Autores:Caulier-Cisterna R.P., GarcÍa-Alberola A., Garcia-Quintanilla J., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Moreno-Planas J., Muoz-Romero S., Sanromán-Junquera M., Soguero-Ruiz C.Fuentes:scopusAn interoperable system toward cardiac risk stratification from ECG monitoring
ArticleAbstract: Many indices have been proposed for cardiovascular risk stratification from electrocardiogram signalPalabras claves:ARCHETYPES, Cardiovascular risk stratification, Electronic health records, Heart rate turbulence, Heart Rate Variability, Semantic Interoperability, web systemAutores:Díez-Mazuela D., Fernández T.Q., GarcÍa-Alberola A., García-García A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Ramos-López J., Soguero-Ruiz C.Fuentes:scopusCardiac Fibrosis Detection Applying Machine Learning Techniques to Standard 12-Lead ECG
Conference ObjectAbstract: Hypertrophic cardiomyopathy (HCM) is a myocardial disorder that affects 0.2% of the population and iPalabras claves:Autores:GarcÍa-Alberola A., Gimeno-Blanes F.J., Gimeno-Blanes J.R., Jose Luis Rojo-Álvarez, Melgarejo-Meseguer F.M., Salar-Alcaraz M.E.Fuentes:scopusELab: A web-based platform to perform HRV and HRT analysis and store cardiac signals
Conference ObjectAbstract: This study aimed to develop a user-friendly, modular and scalable web-based system, that would allowPalabras claves:Autores:Barquero-Perez O., Bravo R., Cabanas M., De La Rosa M., GarcÍa-Alberola A., Garia-Munoz J., Gonzalez I., Jose Luis Rojo-Álvarez, Quintanilla T., Soguero-Ruiz C., Wilby M.R.Fuentes:scopusDifferential Beat Accuracy for ECG Family Classification Using Machine Learning
ArticleAbstract: Holter systems record the electrocardiogram (ECG), which is used to identify beat families accordingPalabras claves:differential beat accuracy, differential confusion matrix, ECG morphology, family beats, Machine learning, MIT-BIH databaseAutores:Caulier-Cisterna R.P., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-Álvarez, Vadillo-Valderrama A.Fuentes:scopus