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Artificial Intelligence in Medicine(1)
Proceedings of SPIE - The International Society for Optical Engineering(1)
Improving 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:googlescopus