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2016 21st Symposium on Signal Processing, Images and Artificial Vision, STSIVA 2016(2)
Advances in Intelligent Systems and Computing(2)
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2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019(1)
Computing in Cardiology(1)
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Classification of Impaired Waist to Height Ratio Using Machine Learning Technique
Conference ObjectAbstract: Metabolic dysfunctions are a set of metabolic risk factors that include abdominal obesity, dyslipidePalabras claves:Anthropometrics measurements, K-means clustering algorithm, Waist to height ratio (WHtR)Autores:A. La Cruz, Perpinan G., Sara Wong De Balzan, Severeyn E.Fuentes:scopusClassification 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:rraaescopusAnalysis of Anthropometric Measurements Using Receiver Operating Characteristic Curve for Impaired Waist to Height Ratio Detection
Conference ObjectAbstract: Metabolic dysfunctions such as obesity, insulin resistance, metabolic syndrome, and glucose tolerancPalabras claves:body mass index, Receiver operating characteristic curve, Waist to height ratioAutores:A. La Cruz, Perpinan G., Sara Wong De Balzan, Severeyn E.Fuentes:scopusAnalysis of Insulin Receiver Operating Characteristic Curve for Impaired Glucose Tolerance and Impaired Fasting Glucose Diagnosis
Conference ObjectAbstract: Impaired glucose tolerance (IGT), impaired fasting glucose (IFG) and insulin resistance (IR) are pbkPalabras claves:impaired fasting glucose, Impaired glucose tolerance, ROC curves, Statistical AnalysisAutores:Herrera H., Mónica Karel Huerta, Perpinan G., Sara Wong De Balzan, Severeyn E., Velasquez J.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: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:rraaescopusNonlinear heart rate variability measures during the oral glucose tolerance test
Conference ObjectAbstract: Heart rate variability (HRV) exhibits a different response to different external stimuli (emotional,Palabras claves:Autores:Altuve M., Perpinan G., Sara Wong De Balzan, Severeyn E.Fuentes:scopusHOMA-IR Assessment for Impaired Glucose Tolerance, Impaired Fasting Glucose and Insulin Resistance Diagnosis
Conference ObjectAbstract: Impaired glucose tolerance (IGT), impaired fasting glucose (IFG) and insulin resistance (IR) are pbkPalabras claves:Homa-IR, impaired fasting glucose, Impaired glucose tolerance, Insulin Resistance, ROC curvesAutores:Altuve M., Díaz J., Herrera H., Perpinan G., Sara Wong De Balzan, Severeyn E., Velasquez J.Fuentes:scopus