Mostrando 10 resultados de: 14
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2016 21st Symposium on Signal Processing, Images and Artificial Vision, STSIVA 2016(2)
2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019(2)
Advances in Intelligent Systems and Computing(2)
IFMBE Proceedings(2)
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014(1)
Área temáticas
Fisiología humana(11)
Enfermedades(6)
Ciencias de la computación(3)
Farmacología y terapéutica(2)
Medicina y salud(2)
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:scopusA 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: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:rraaescopusEstimation of invasive physiological parameters from non invasive parameters using dimensionless numbers and Monte Carlo cross-validation
Conference ObjectAbstract: According to NCEP-ATPIII criterion, metabolic syndrome (MS) diagnosis is based in the measurement ofPalabras claves:Empirical Correlation, Metabolic syndrome, Monte Carlo cross-validationAutores:Altuve M., Herrera H., Perpinan G., Sara Wong De Balzan, Severeyn E., Velasquez J.Fuentes:scopus