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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 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:rraaescopusA workow for improving medical visualization of semantically annotated CT-images
Conference ObjectAbstract: RadLex and Foundational Model of Anatomy (FMA) ontologies represent anatomic and image characteristiPalabras claves:Autores:A. La Cruz, Baranya A., Landaeta L., María-Esther VidalFuentes: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:scopusDesign of a methodology for assessing an electrocardiographic telemonitoring system
Conference ObjectAbstract: Recent studies in Bioengineering show a great interest in telemedicine projects, it is motivated maiPalabras claves:Autores:A. La Cruz, Alfonzo A., Díaz M.A., Julio C., Mónica Karel Huerta, Passariello G., Sara Wong De BalzanFuentes:scopusGrid platform for medical federated queries supporting semantic and visual annotations
Conference ObjectAbstract: Grid computing has been successfully applied on teleradiology, leading to the creation of importantPalabras claves:computer networks, Digital Imaging and Communications in Medicine (DICOM), Grid Computing, imaging informatics, Pacs, PACS integration, teleradiologyAutores:A. La Cruz, Juan Carlos Guillermo-Anguisaca, La Cruz Puente Alexandra, Lizandro Damian Solano-Quinde, Ramírez-Montalvan W., Ronald Gualán Saavedra, Ronald Marcelo Gualan Saavedra, Washington Ramírez-Montalvan, Wilson Perez, Wilson Rodrigo Pérez RocanoFuentes:googlerraaescopusIV Latin American congress on biomedical engineering 2007, bioengineering solutions for Latin America health
Conference ObjectAbstract:Palabras claves:Autores:A. La Cruz, Müller-Karger C., Sara Wong De BalzanFuentes:scopusMedical image rendering and description driven by semantic annotations
Conference ObjectAbstract: Image-driven medical applications can aid medical experts to visualize tissues and organs, and thusPalabras claves:Semantic visualization, Tissue classification, Transfer function, Volume renderingAutores:A. La Cruz, Baranya A., María-Esther VidalFuentes:scopusMethodology for the validation of systems of electrocardiographic telemonitoring
Conference ObjectAbstract: Recent studies in bioengineering area show a great interest in telemedicine projects, it is motivatePalabras claves:electrocardiographic, qos, Telemonitoring, ValidationAutores:A. La Cruz, Alfonzo A., Díaz M.A., Julio C., Mónica Karel Huerta, Pasariello G., Sara Wong De BalzanFuentes:scopusSemVisM: Semantic visualizer for medical image
Conference ObjectAbstract: SemVisM is a toolbox that combines medical informatics and computer graphics tools for reducing thePalabras claves:Medical Ontologies, Semantic annotation, Semantic Segmentation, Semantic visualizationAutores:A. La Cruz, Baranya A., La Cruz Puente Alexandra, Landaeta L., María-Esther VidalFuentes:rraaescopus