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Diabetes and Metabolic Syndrome: Clinical Research and Reviews(1)
IFMBE Proceedings(1)
Progress in Biomedical Optics and Imaging - Proceedings of SPIE(1)
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Diagnosis of Type 2 Diabetes and Pre-diabetes Using Machine Learning
Conference ObjectAbstract: The type-2 diabetes (T2D) is a multifactorial chronic disease that reduces the quality of lifestylePalabras claves:Area under the glucose curve, Area under the insulin curve, K-Means, Oral glucose tolerance test, Statistical AnalysisAutores:Altuve M., Díaz J., Herrera H., Perpinan G., Sara Wong De Balzan, Severeyn E., Velasquez J.Fuentes:scopusExtracting stationary segments from non-stationary synthetic and cardiac signals
Conference ObjectAbstract: Physiological signals are commonly the result of complex interactions between systems and organs, thPalabras claves:Diabetic cardiovascular autonomic neuropathy, Heart Rate Variability, Non-stationary time series, RR interval, Scale invariance, Statistical Analysis, STRESS TEST, synthetic data generationAutores:Altuve M., Ledezma C.A., Perpinan G., Rodriguez M.G., Sara Wong De BalzanFuentes:rraaescopusOptimized fasting and OGTT-based simple surrogate methods for assessing insulin sensitivity
ArticleAbstract: Aims: Simple surrogate indices of insulin sensitivity have been conceived to deal with costly and coPalabras claves:evolutionary algorithm, Insulin sensitivity, Metabolic syndrome, Oral glucose tolerance test, Statistical AnalysisAutores:Altuve M., Sara Wong De Balzan, Severeyn E.Fuentes:scopus