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Classification of metabolic syndrome subjects and marathon runners with the k-means algorithm using heart rate variability features
Conference ObjectAbstract: In this paper, we have applied the k-means clustering algorithm to classify three study groups (peopPalabras claves:Autores:Altuve M., Perpinan G., Sara Wong De Balzan, Severeyn E.Fuentes:rraaescopusComparing glucose and insulin data from the two-hour oral glucose tolerance test in metabolic syndrome subjects and marathon runners
Conference ObjectAbstract: Glucose is the main energy source of the body's cells and is essential for normal metabolism. Two paPalabras claves:Autores:Altuve M., Perpinan G., Sara Wong De Balzan, Severeyn E.Fuentes:rraaescopusComparing six QT correction methods in an athlete population
Conference ObjectAbstract: Sinus bradycardia and prolonged QT interval corrected (QTc) are frequently noted on resting ECG in aPalabras claves:Autores:Altuve M., Carrault G., Carré F., Kervio G., Sara Wong De BalzanFuentes:scopusAnthropometric measurements for assessing insulin sensitivity on patients with metabolic syndrome, sedentaries and marathoners
Conference ObjectAbstract: The diagnosis of low insulin sensitivity is commonly done through the HOMA-IR index, in which fastinPalabras claves:Autores:Altuve M., Herrera H., Sara Wong De Balzan, Severeyn E.Fuentes:rraaescopusA new on-line electrocardiographic records database and computer routines for data analysis
Conference ObjectAbstract: Gathering experimental data to test computer methods developed during a research is a hard work. NowPalabras claves:Autores:Altuve M., Ledezma C.A., Perpinan G., Sara Wong De Balzan, Severeyn E.Fuentes:scopusDiagnosis 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:scopusCardiac autonomic modulation in response to a glucose stimulus
ArticleAbstract: This paper focuses on the effect of a sudden increase of plasma glucose concentration in the cardiacPalabras claves:electrocardiogram, frequency-domain analysis, Heart Rate Variability, time-domain analysisAutores:Altuve M., Perpinan G., Sara Wong De Balzan, Severeyn E.Fuentes:scopusAdaptation of five indirect insulin sensitivity evaluation methods to three populations: Metabolic syndrome, athletic and normal subjects
Conference ObjectAbstract: Insulin sensitivity is determined using direct or indirect methods. Indirect methods are less invasiPalabras claves:Autores:Altuve M., Sara Wong De Balzan, Severeyn E.Fuentes:scopusAdaptive filtering for ventricular repolarization variability assessment
Conference ObjectAbstract: The purpose of this study was to assess ventricular repolarization variability canceling the influenPalabras claves:Autores:Altuve M., Hernández A., Passariello G., Poreé F., Sara Wong De BalzanFuentes: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:rraaescopus