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Fetal heart rate analysis for automatic detection of perinatal hypoxia using normalized compression distance and machine learning
ArticleAbstract: Accurate identification of Perinatal Hypoxia from visual inspection of Fetal Heart Rate (FHR) has bePalabras claves:Fetal heart rate, Heart Rate Variability, information theory, Normalized Compression Distance, Perinatal hypoxiaAutores:Barquero-Perez O., Caamaño-Fernández A.J., García-Viruete B., Goya-Esteban R., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Martín-Caballero C., Santiago-Mozos R.Fuentes:scopusEstimation of reference indices of left ventricular chamber function from echocardiographic images with multidimensional kernel methods
Conference ObjectAbstract: Advanced nonlinear estimation methods can compete with their linear counterparts for the estimationPalabras claves:Autores:Barrio A., Benito Y., Bermejo J., Carlos Antoranz J., Desco M.M., Jose Luis Rojo-Álvarez, Rodriguez D., Santiago-Mozos R., Yotti R.Fuentes:scopusOn feature extraction for noninvasive kernel estimation of left ventricular chamber function indices from echocardiographic images
ArticleAbstract: Two reference indices used to characterize left ventricular (LV) global chamber function are end-sysPalabras claves:Color Doppler M-mode imaging, Cosine transform, Elastance, kernel methods, Left ventricular function, LV relaxationAutores:Bermejo J., Carlos Antoranz J., Desco M.M., Jose Luis Rojo-Álvarez, Rodríguez-Pérez D., Santiago-Mozos R., Yotti R.Fuentes:scopusOn the early detection of perinatal hypoxia with information-theory based methods
Conference ObjectAbstract: Perinatal hypoxia is a severe condition that may harm fetus organs permanently. When the fetus brainPalabras claves:Autores:Garcia-Vizuete B., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Martín-Caballero C., Santiago-Mozos R.Fuentes:scopusWeaning outcome pbkp_rediction from heterogeneous time series using Normalized Compression Distance and Multidimensional Scaling
ArticleAbstract: In the Intensive Care Unit of a hospital (ICU), weaning can be defined as the process of gradual redPalabras claves:Extubation, intensive care unit, Multidimensional scaling, Normalized Compression Distance, partial least squares, weaningAutores:Algora-Weber A., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Mora-Jimnez I., Ramiro-Bargueño J., Santiago-Mozos R.Fuentes:scopusSymmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services
ArticleAbstract: The current development of cloud computing is completely changing the paradigm of data knowledge extPalabras claves:Big Data Analytics, cardiac arrhythmia classification, Implantable defibrillator, intracardiac electrogram, weighted fast compression distanceAutores:Cano-González A., Chavarria-Asso F., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Mora-Jimnez I., Santiago-Mozos R.Fuentes:scopus