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Data 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:scopusDeep 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: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:scopusNonparametric model comparison and uncertainty evaluation for signal strength indoor location
ArticleAbstract: Indoor Location (IL) using Received Signal Strength (RSS) is receiving much attention, mainly due toPalabras claves:bootstrap resampling, fingerprinting, IEEE 802.11b, indoor location, Leave one out, Received Signal Strength, UNCERTAINTY, Wifi.Autores:Everss-Villalba E., Figuera-Pozuelo C., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Ramos-Lpez J., Wilby M.R.Fuentes: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:scopusTime-space sampling and mobile device calibration for wifi indoor location systems
ArticleAbstract: Indoor location systems based on IEEE 802.11b (WiFi) mobile devices often rely on the received signaPalabras claves:device calibration, fingerprinting, IEEE 802.11b, indoor location, Received Signal Strength, samplingAutores:Figuera-Pozuelo C., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Ramos-Lpez J., Wilby M.R.Fuentes:scopus