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A review of kernel methods in ECG signal classification
Book PartAbstract: Kernel methods have been shown to be effective in the analysis of electrocardiogram (ECG) signals. TPalabras claves:Autores:Caamaño-Fernández A.J., Camps-Valls G., Guerrero-Martínez J.F., Jose Luis Rojo-ÁlvarezFuentes:scopusSpectrally adapted Mercer kernels for support vector nonuniform interpolation
ArticleAbstract: Interpolation of nonuniformly sampled signals in the presence of noise is a widely analyzed problemPalabras claves:Autocorrelation kernel, Mercer Kernel, Nonuniform interpolation, Support Vector RegressionAutores:Barquero-Perez O., Caamaño-Fernández A.J., Figuera-Pozuelo C., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusSpectrally adapted Mercer kernels for support vector signal interpolation
OtherAbstract: Interpolation of nonuniformly sampled signals in the presence of noise is a hard and deeply analyzedPalabras claves:Autores:Caamaño-Fernández A.J., Figuera-Pozuelo C., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusUsefulness of 7-day Holter monitoring for heart rate variability nonlinear dynamics evaluation
Conference ObjectAbstract: Although a number of studies have addressed the clinical usefulness of Heart Rate Variability (HRV)Palabras claves:Autores:Barquero-Perez O., Caamaño-Fernández A.J., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-Álvarez, Manzano-Fernández S., Pastor-Pérez F.J.Fuentes:scopusAutomatic location of ventricular arrhythmia using Implantable Defibrillator stored electrograms
Conference ObjectAbstract: Electrograms (EGM) stored in Implantable Cardioverter Defibrillator (ICD) during ventricular tachycaPalabras claves:Autores:Almendral J., Atienza F., Caamaño-Fernández A.J., Castilla L., Everss-Villalba E., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Sanromán-Junquera M.Fuentes:scopusAdvanced support vector machines for 802.11 indoor location
ArticleAbstract: Due to the proliferation of ubiquitous computing services, locating a device in indoor scenarios hasPalabras claves:Autocorrelation kernel, Complex support vector machines, fingerprinting, IEEE 802.11, indoor location, SUPPORT VECTOR MACHINESAutores:Caamaño-Fernández A.J., Figuera-Pozuelo C., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Wilby M.R.Fuentes:scopusArrhythmia Mechanism and Scaling Effect on the Spectral Properties of Electroanatomical Maps with Manifold Harmonics
ArticleAbstract: Introduction: Spatial and temporal processing of intracardiac electrograms provides relevant informaPalabras claves:bandwidth, cardiac navigation system, Electrocardiographic imaging, electrophysiological study, spatial sampling rate, Spectral AnalysisAutores:Caamaño-Fernández A.J., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Sanromán-Junquera M., Trenor B.Fuentes:scopusDigital recovery of biomedical signals from binary images
ArticleAbstract: Given the vast amount of historical clinical data to be incorporated from old hospital information sPalabras claves:Biomedical signal digitizing, Black and white printout, Defibrillator, Image Processing, Morphological operators, Signal synchronizationAutores:Almendral J., Atienza F., Caamaño-Fernández A.J., Castilla L., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Sanromán-Junquera M.Fuentes:scopusFundamental frequency and regularity of cardiac electrograms with Fourier organization analysis
ArticleAbstract: Dominant frequency analysis (DFA) and organization analysis (OA) of cardiac electrograms (EGMs) aimsPalabras claves:Dominant frequency, electrogram, Fourier series, organization, spectrum, ventricular fibrillation (VF)Autores:Alonso-Atienza F., Barquero-Prez O., Caamaño-Fernández A.J., Everss-Villalba E., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-Álvarez, Sánchez-Muñoz J.J.Fuentes:scopusEvolution of the Heart Rate Variability complexity during Kangchenjunga climbing
Conference ObjectAbstract: At high altitude there is a reduced oxygen pressure in the atmosphere which results in physiologicalPalabras claves:Autores:Barquero-Perez O., Caamaño-Fernández A.J., Goya-Esteban R., Jose Luis Rojo-Álvarez, Martínez-García C., Sarabia-Cachadiña E.Fuentes:scopus