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Advances in Intelligent Systems and Computing(7)
2016 21st Symposium on Signal Processing, Images and Artificial Vision, STSIVA 2016(3)
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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 Impaired Waist to Height Ratio and Waist to Hip Ratio Using Support Vector Machine
Conference ObjectAbstract: The obesity epidemic has reached a high prevalence in adults, adolescents, and children. OverweightPalabras claves:Monte Carlo cross-validation, obesity, SUPPORT VECTOR MACHINES, Waist circumference, Waist to height ratio, Waist to hip ratioAutores:A. La Cruz, Mónica Karel Huerta, 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:rraaescopusAssessment of Anthropometric Measurements for Obesity and Abnormal Body Fat Percentage Diagnosis Using k-means as Clustering Technique
Conference ObjectAbstract: The increased prevalence of overweight and obesity has become a major factor in public spending in cPalabras claves:Anthropometrics measurements, k-means clustering, Skinfold thinknessAutores:A. La Cruz, Herrera H., Sara Wong De Balzan, Severeyn E., Velasquez J.Fuentes:scopusBreast Cancer Screening Using Deep Learning
Conference ObjectAbstract: Breast cancer is a disease in which the cells lining the ducts or lobules of the breast glandular tiPalabras claves:Breast Cancer, deep learning, DenseNet, MOBILENET, random forestAutores:A. La Cruz, Díaz Santacruz C.A., Polo L., Severeyn E.Fuentes:scopusAn 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 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:scopusAnalysis of Receiver Operating Characteristic Curve Using Anthropometric Measurements for Obesity Diagnosis
Conference ObjectAbstract: Today, obesity is a major public health problem. Obesity increases the risk of diabetes, coronary arPalabras claves:anthropometric measurements, body mass index, classification, ROC curvesAutores:A. La Cruz, Herrera H., Sara Wong De Balzan, Severeyn E., Velasquez J.Fuentes:scopus