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2014 Federated Conference on Computer Science and Information Systems, FedCSIS 2014(1)
Artificial Intelligence in Medicine(1)
Computational Methods in Applied Sciences(1)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
Proceedings of SPIE - The International Society for Optical Engineering(1)
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scopus(6)
A new semiautomatic method for ICH segmentation and tracking from CT head images
Conference ObjectAbstract: Recently, computer-aided diagnosis (CAD) has become one of the major research subjects in medical imPalabras claves:Autores:Guevara M.A., Noel Perez, Rodríguez L.A., Silva A.J., Valdés J.A.Fuentes:googlescopusImproving breast cancer classification with mammography, supported on an appropriate variable selection analysis
Conference ObjectAbstract: This work addresses the issue of variable selection within the context of breast cancer classificatiPalabras claves:Breast cancer classification, Clinical descriptors, Image-based descriptors, Machine learning algorithms, Mammography, Variable selection analysisAutores:Guevara M.A., Noel Perez, Silva A.Fuentes:googlescopusImproving the Mann-Whitney statistical test for feature selection: An approach in breast cancer diagnosis on mammography
ArticleAbstract: Objective: This work addresses the theoretical description and experimental evaluation of a new featPalabras claves:Breast cancer CADx, Feature selection methods, Machine learning algorithms, Mann-Whitney U-test, Redundancy analysis, UFilter methodAutores:Guevara M.A., Noel Perez, Ramos I., Silva A.Fuentes:googlescopusImproving the performance of machine learning classifiers for Breast Cancer diagnosis based on feature selection
Conference ObjectAbstract: This paper proposed a comprehensive algorithm for building machine learning classifiers for Breast CPalabras claves:Autores:Guevara M.A., Loureiro J., Noel Perez, Ramos I., Silva A.Fuentes:googlescopusSet of methods for spontaneous ICH segmentation and tracking from CT head images
Conference ObjectAbstract: Spontaneous intracerebral hemorrhage (ICH) is a common cause of stroke, due to this; the early evoluPalabras claves:3D mathematic morphology, Deformable models, Intracerebral Hemorrhage, Medical images analysis, Segmentation and trackingAutores:Guevara M.A., Molina J.M., Noel Perez, Rodríguez L.A., Valdés J.A.Fuentes:googlescopusSpontaneous intracerebral hemorrhage image analysis methods: A survey
Conference ObjectAbstract: Spontaneous intracerebral hemorrhages (ICH) account for 10-30% all strokes and are a result of acutePalabras claves:Autores:Guevara M.A., Noel Perez, Silva A., Valdés J.A.Fuentes:googlescopus