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Conference Object(10)
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Advances in Intelligent Systems and Computing(3)
Proceedings of SPIE - The International Society for Optical Engineering(2)
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
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Medicina y salud(8)
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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: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: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:googlerraaescopusMedical 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:scopusPhysical Activity Classification Using an Artificial Neural Networks Based on the Analysis of Anthropometric Measurements
Conference ObjectAbstract: Physical activity is one of the most important factors in leading a healthy life, which has increasePalabras claves:Artificial Neural Network, classification, Physical activityAutores:A. La Cruz, Alvarez A.J., Herrera H., Sara Wong De Balzan, Severeyn E., Velasquez J.Fuentes: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:rraaescopusWebMedSA: A web-based framework for segmenting and annotating medical images using biomedical ontologies
Conference ObjectAbstract: Advances in medical imaging have fostered medical diagnosis based on digital images. Consequently, tPalabras claves:DICOM Ontology, Semantic Annotations, Volumetric Image, Web 3D-VisualizerAutores:A. La Cruz, F Vega, Francisco Vega, La Cruz Puente Alexandra, Lizandro Damian Solano-Quinde, Marco Andrés Tello Guerrero, María-Esther Vidal, Mauricio Espinoza-Mejía, Víctor Saquicela, Wilson Perez, Wilson Rodrigo Pérez RocanoFuentes:rraaescopusToraxIA: 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