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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(5)
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Comparative study of distance measures for the fuzzy C-means and K-means non-supervised methods applied to image segmentation
Conference ObjectAbstract: Recent studies have revealed that the performance of the FCM and K-means is completely related to thPalabras claves:Clustering, image segmentation, Non-supervised algorithmsAutores:Josué Marín, Lorena Guachi-Guachi, Martín Vélez-Falconí, Selena JiménezFuentes:scopusComparison of Current Deep Convolutional Neural Networks for the Segmentation of Breast Masses in Mammograms
ArticleAbstract: Breast cancer causes approximately 684,996 deaths worldwide, making it the leading cause of female cPalabras claves:Artificial Intelligence, biomedical imaging, Cáncer, image segmentation, Machine learning, Mammography, Medical diagnostic imagingAutores:Anaya-Isaza A.J., Cabrera-Chavarro J.M., Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi, Mera-Jimenez L., Rios-Patino J.I.Fuentes:scopusAutomated Identification of Breast Cancer Using Digitized Mammogram Images
Conference ObjectAbstract: In this paper, we present a new algorithm based on Computer-Aided Diagnosis (CAD) to detect breast cPalabras claves:Breast Cancer, IMAGE PROCESSING, k-NNAutores:Bryan Chachalo, Eddy Andrade, Erik Solís, Guachi Robinson, Lorena Guachi-Guachi, Santiago Pozo, Saravana Prakash ThirumuruganandhamFuentes:googlescopusAutomatic Microstructural Classification with Convolutional Neural Network
Conference ObjectAbstract: Microstructural characterization allows knowing the components of a microstructure in order to deterPalabras claves:cnn, IMAGE PROCESSING, Microstructure characterizationAutores:Bini F., Franco M., Guachi Robinson, Lorena Guachi-Guachi, Pasquale C., Stefania P.Fuentes:scopusAutomatic colorectal segmentation with convolutional neural network
ArticleAbstract: This paper presents a new method for colon tissues segmentation on Computed Tomography images whichPalabras claves:Colon Segmentation, Convolutional neural network, Tissues segmentationAutores:Bini F., Guachi Robinson, Lorena Guachi-Guachi, Marinozzi F.Fuentes:scopusBiomechanics of Soft Tissues: The Role of the Mathematical Model on Material Behavior
Conference ObjectAbstract: Mechanical properties of the soft tissues and an accurate mathematical model are important to reprodPalabras claves:FEA, Hyperelastic mathematical models, Soft tissues behaviorAutores:Bini F., Campana F., Carlos Bustamante-Orellana, Guachi Robinson, Lorena Guachi-Guachi, Marinozzi F., Novelli S.Fuentes:scopusBrain Tumor Classification Using Principal Component Analysis and Kernel Support Vector Machine
Conference ObjectAbstract: Early diagnosis improves cancer outcomes by giving care at the most initial possible stage and is, tPalabras claves:Brain tumor classification, IMAGE PROCESSING, KSVMAutores:Andrés Riofrío-Valdivieso, Carlos Bustamante-Orellana, Francisco Quinga-Socasi, Guachi Robinson, Lorena Guachi-Guachi, Richard Torres-MolinaFuentes:scopus3D Printing of Prototypes Starting from Medical Imaging: A Liver Case Study
Conference ObjectAbstract: Hepatic diseases are serious condition worldwide, and several times doctors analyse the situation anPalabras claves:3D Printing, Convolutional neural network, FDM, image segmentation, liver diseaseAutores:Bici M., Bini F., Campana F., Cristina Oscullo, Guachi Robinson, Lorena Guachi-Guachi, Marcelo Esteban Calispa, Marinozzi F.Fuentes:scopusA Chatterbot Based on Genetic Algorithm: Preliminary Results
Conference ObjectAbstract: Chatterbots are programs that simulate an intelligent conversation with people. They are commonly usPalabras claves:ChatBot, Evolutionary programming, Natural Language processingAutores:Cristian Orellana, Diego Hernán Peluffo-Ordóñez, Jeremy Yazán, Lorena Guachi-Guachi, Martín TobarFuentes:scopusA Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study
Conference ObjectAbstract: Genetic algorithms (GAs) are a great tool for solving optimization problems. Their characteristics aPalabras claves:Genetic Algorithms, mutation, Scheduling optimizationAutores:Diego Hernán Peluffo-Ordóñez, Esteban Moya, Guachi Robinson, Juan Diego Terneus, Lorena Guachi-Guachi, Mario Moncayo, Martín Larrea, Rafael Fuenmayor, Sebastián TrujilloFuentes:scopus