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IFMBE Proceedings(2)
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014(1)
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2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019(1)
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An aide diagnosis system based on k-means for insulin resistance assessment in eldery people from the Ecuadorian highlands
Conference ObjectAbstract: The lack of standardized cut-off values for the surrogate methods to diagnose Insulin resistance (IRPalabras claves:Elderly, Homa-IR, Insulin Resistance, K-Means, Quicki, unsupervided learningAutores:Cristian Vintimilla, Fabian Astudillo-Salinas, Lorena Esperanza Torres Encalada, 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: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: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: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:rraaescopus