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Article(2)
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Automatic SVM classification of sudden cardiac death and pump failure death from autonomic and repolarization ECG markers
ArticleAbstract: Abstract Background Considering the rates of sudden cardiac death (SCD) and pump failure death (PFD)Palabras claves:CHF, eCG, Heart rate turbulence, Pump failure death, SCD, Support Vector Machine, T-wave alternans, Tpe/RR dynamicityAutores:Cygankiewicz I., de Luna A.B., Esther Pueyo, Lenis G., Malik M., Martínez J.P., Minchole A., Monasterio V., Pablo Laguna, Ramirez J., Soria M.L.Fuentes:scopusDetection performance and risk stratification using a model-based shape index characterizing heart rate turbulence
ArticleAbstract: A detection-theoretic approach to quantify heart rate turbulence (HRT) following a ventricular premaPalabras claves:Congestive heart failure, Detection theory, Heart rate turbulence, Ischemic cardiomyopathy, Karhunen-Loève transform, Likelihood ratio test, Mortality analysis, Neyman-Pearson detection, Risk stratificationAutores:Cygankiewicz I., de Luna A.B., Martínez J.P., Pablo Laguna, Smith D., Sornmo L.Fuentes:scopus