作者
Pablo G Tahoces, J Correa, M Soutos, L Gomez, JJ Vidal
发表日期
1995
期刊
Physics in Medicine & Biology
卷号
40
期号
1
页码范围
103
出版商
IOP Publishing
简介
The authors have developed a method for the quantification of breast texture by using different algorithms to classify mammograms into the four patterns described by Wolfe (1976)(N1, P1, P2 and Dy). The computerized scheme employs craniocaudal views of conventional screen-film mammograms, which are digitized by a laser scanner. The authors used discriminant analysis to select among different feature-extraction techniques, including Fourier transform, local-contrast analysis, and grey-level distribution and quantification. The method has been evaluated on 117 clinical mammograms previously classified by five radiologists as to mammographic breast parenchymal patterns (MBPPS). The results show differences in agreement among radiologists and computer classification, depending on the Wolfe pattern: excellent for Dy (kappa= 0.77), good for P2 (kappa= 0.52) and N1 (kappa= 0.52) and poor for P1 …
引用总数
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