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2016 21st Symposium on Signal Processing, Images and Artificial Vision, STSIVA 2016(1)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019(1)
6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022(1)
Advances in Intelligent Systems and Computing(1)
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Breast 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 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:scopusDetection 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:scopusEvaluating reliability of ultrashort heart rate variability parameters in metabolic syndrome subjects
Conference ObjectAbstract: Heart rate variability (HRV) analysis is barely employed in healthcare environments mainly because oPalabras claves:Autores:Fabian Astudillo-Salinas, Kenneth Samuel Palacio Baus, Lizandro Damian Solano-Quinde, Sara Wong De Balzan, Severeyn E.Fuentes:googlerraaescopusTowards the pbkp_rediction of mortality in Intensive Care Units patients: A Simple Correspondence Analysis approach
Conference ObjectAbstract: In the setting of the PhysioNet/CinC Challenge 2012 Event 1, a new method to pbkp_redict in hospitalPalabras claves:Autores:Altuve M., Lollett C., Ng F., Sara Wong De Balzan, Severeyn E.Fuentes:scopusToraxIA: Virtual Assistant for Radiologists Based on Deep Learning from Chest X-Ray
Conference ObjectAbstract: Misdiagnosis of pulmonary pathology may have several causes. Some of them are related to the unavailPalabras claves:Artificial Intelligence, convolutional neural networks, deep learning, Medical validation, Severe respiratory diseaseAutores:A. La Cruz, Albertti R., Carnier M., Gavidia L., Severeyn E.Fuentes:scopus