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...

Descripción completa

Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 21; no. 2; pp. 153 - 170
Autores principales: Mu T, Nandi AK, Rangayyan RM
Formato: equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Jun2008
Acceso en línea:Ver este registro en EBSCOhost