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Classification of Breast Masses Using Selected Shape, Edge-sharpness, and Texture Features with Linear and Kernel-based Classifiers

Breast masses due to benign disease and malignant tumors related to breast cancer differ in terms of shape, edge-sharpness, and texture characteristics. In this study, we evaluate a set of 22 features including 5 shape factors, 3 edge-sharpness measures, and 14 texture features computed from 111 reg...

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Autors principals: Mu, Tingting, Nandi, Asoke K., Rangayyan, Rangaraj M.
Format: Artigo
Idioma:Inglês
Publicat: Springer-Verlag 2008
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3043867/
https://ncbi.nlm.nih.gov/pubmed/18306000
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-007-9102-z
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