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Deep learning and big data in healthcare: A double review for critical beginners
ReviewAbstract: In the last few years, there has been a growing expectation created about the analysis of large amouPalabras claves:BIG DATA, DATABASES, deep learning, electrocardiogram, Healthcare, Machine learning, MIMIC, Review, Statistical learningAutores:Bote-Curiel L., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Muoz-Romero S.Fuentes:scopusCybersecurity Alert Prioritization in a Critical High Power Grid With Latent Spaces
ArticleAbstract: High-Power electric grid networks require extreme security in their associated telecommunication netPalabras claves:alert manifolds, alert prioritization, deep learning, high power, intrusion detection, latent variables, power communication, Telecommunication securityAutores:Castro-Fernandez M., Feijoo-Martinez J.R., Gimeno-Blanes F.J., Guerrero-Curieses A., Jose Luis Rojo-ÁlvarezFuentes:scopusData Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome
ArticleAbstract: The analysis of large amounts of data from electronic medical records (EMRs) and daily clinical pracPalabras claves:acute coronary syndrome, bootstrap resampling, data science, Health Information Systems, health statistics, Multivariate analysis, profile representation, Secondary prevention, univariate analysisAutores:Feijoo-Martinez J.R., Fernandez S.M., Flores-Blanco P.J., Garcia-Garcia A., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Martínez-Fernández A., Muoz-Romero S., Prieto-Egido I.Fuentes:scopusA new method for single-step robust post-processing of flow color Doppler M-mode images using support vector machines
Conference ObjectAbstract: Intra-cardiac pressure gradients (ICPG) are usually estimated by post-processing of flow Color DopplPalabras claves:Autores:Bermejo J., Carlos Antoranz J., Conde-Pardo P., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Requena-Carrión J., Yotti R.Fuentes:scopusAutocorrelation Metrics to Estimate Soil Moisture Persistence from Satellite Time Series: Application to Semiarid Regions
ArticleAbstract: Satellite-derived soil moisture (SM) products have become an important information source for the stPalabras claves:Advanced Microwave Scanning Radiometer-2 (AMSR2), Advanced Scatterometer (ASCAT), autocorrelation, e-folding time, Least Absolute Shrinkage and Selection Operator (LASSO), Lomb-Scargle periodogram, microwave sensors, Persistence, soil moisture, Soil Moisture and Ocean Salinity (SMOS), spatial-temporalAutores:Camps-Valls G., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Mun̈oz-Marí J., Piles M.Fuentes:scopusAutocorrelation kernel support vector machines for Doppler ultrasound M-mode images denoising
Conference ObjectAbstract: Doppler ultrasound M-mode images are routinely used in clinical echocardiography, and they have beenPalabras claves:Autores:Bermejo J., Carlos Antoranz J., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Palancar F.J., Soguero-Ruiz C.Fuentes:scopusOn the performance of kernel methods for skin color segmentation
ArticleAbstract: Human skin detection in color images is a key preprocessing stage in many image processing applicatiPalabras claves:Autores:Alba-Castro J., Conde-Pardo P., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Landesa-Vázquez I., Ramos-Lpez J.Fuentes:scopusSpectral analysis and mutual information estimation of left and right intracardiac electrograms during ventricular fibrillation
ArticleAbstract: Ventricular fibrillation (VF) signals are characterized by highly volatile and erratic electrical imPalabras claves:entropy, Implantable cardioverter defibrillator, mutual information, Rotor Theory, Spectral Analysis, Ventricular FibrillationAutores:Bellver-Navarro A., Everss-Villalba E., GarcÍa-Alberola A., Guerrero-Curieses A., Ibáñez-Criado A., Jose Luis Rojo-Álvarez, MAYRA ERAZO-RODAS, Milton Fabricio Pérez Gutiérrez, Quesada-Dorador A., Ruiz-Granell R., Sánchez-Muñoz J.J.Fuentes:googlescopusSpectrally 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:scopusNon-uniform interpolation of Cardiac Navigation maps using support vector machines with autocorrelation kernel
Conference ObjectAbstract: A new method for non-uniform interpolation of electro-anatomical cardiac maps from Cardiac NavigatioPalabras claves:Autores:Castro-Garcia B., GarcÍa-Alberola A., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Sanromán-Junquera M., Trenor B.Fuentes:scopus