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2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings(1)
2016 21st Symposium on Signal Processing, Images and Artificial Vision, STSIVA 2016(1)
Diabetes and Metabolic Syndrome: Clinical Research and Reviews(1)
Frontiers in Artificial Intelligence and Applications(1)
IFMBE Proceedings(1)
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Fisiología humana(6)
Enfermedades(3)
Ciencias de la computación(1)
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Medicina y salud(1)
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:rraaescopusDetection of Respiratory Disease Patterns Using Mask R-CNN
Conference ObjectAbstract: The analysis and identification of pathological signs associated with different respiratory diseasesPalabras claves:computed tomography, Mask R-CNN, neural networkAutores:A. La Cruz, Aguilar E., Albertti R., Carnier M., Gavidia L., 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:scopusOptimized 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:scopusMethodology for the study of metabolic syndrome by heart rate variability and insulin sensitivity
ArticleAbstract: This work presents a methodology for studying the Heart Rate Variability (HRV) and Insulin SensitiviPalabras claves:diabetes mellitus, Heart Rate Variability, Insulin sensitivity, Metabolic syndrome, Oral glucose tolerance testAutores:Almeida D., Cevallos J.L., Passariello G., Sara Wong De Balzan, Severeyn E.Fuentes:scopusUnsupervised subjects classification using insulin and glucose data for insulin resistance assessment
Conference ObjectAbstract: In this paper, the κ-means clustering algorithm is employed to perform an unsupervised classificatioPalabras claves:Autores:Altuve M., Sara Wong De Balzan, Severeyn E.Fuentes:rraaescopusSupport vector machine technique as classifier of impaired body fat percentage
Conference ObjectAbstract: Excess weight and obesity are indicators of an unhealthy or harmful accumulation of fat that can bePalabras claves:anthropometric measurements, Fat body percentage, Monte Carlo cross validation, Support Vector MachineAutores:A. La Cruz, Mónica Karel Huerta, Sara Wong De Balzan, Severeyn E.Fuentes:scopus