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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:scopusComparison of cell contour closing methods in microscopy images
Conference ObjectAbstract: Cell counting and tracking approaches are widely used in microscopy image processing. Cells may be oPalabras claves:Biological images, Cell counting, Cell detection, Cell segmentation, Cell tracking, Contour closing, Dijkstra's algorithm, Microscopy imagesAutores:A. La Cruz, Español J., Forero M.G., Urrego D.Fuentes:scopusAssessment 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:scopusBayesian hierarchical model with wavelet transform coefficients of the ECG in obstructive sleep apnea screening
Conference ObjectAbstract: Wavelet Transform allows analyzing the properties of a variety of signals, being able to emphasize cPalabras claves:Autores:A. La Cruz, García I., Gomis P., Mora F., Ng F., Passariello G.Fuentes:scopusBig Data techniques applied to stakeholder data for non-governmental organizations
Conference ObjectAbstract: Non-governmental organizations, foundations, and various social actors promote the mobilization of tPalabras claves:BIG DATA, Data Mining, feature match, Web scrappingAutores:A. La Cruz, Calle-Arango L.F., Pérez A., Santiago M.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 automatic method for the enrichment of DICOM metadata using biomedical ontologies
Conference ObjectAbstract: This work is a novel contribution for enriching medical images using semantic annotations with a strPalabras claves:Autores:A. La Cruz, La Cruz Puente Alexandra, Marco Andrés Tello Guerrero, María-Esther Vidal, Víctor Saquicela, Wilson Perez, Wilson Rodrigo Pérez RocanoFuentes: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 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