Statistical Textural Features for Detection of Microcalcifications in Digitized Mammograms.

IEEE Transactions on Medical Imaging(1999)

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摘要
Clustered microcalcifications on X-ray mammograms are an important sign for early detection of breast cancer. Texture-analysis methods can be applied to detect clustered microcalcifications in digitized mammograms. In this paper, a comparative study of texture-analysis methods is performed for the surrounding region-dependence method, which has been proposed by the authors, and conventional textur...
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关键词
Computer vision,Breast cancer,Neural networks,Cancer detection,X-ray detection,X-ray detectors,Feature extraction,Backpropagation,Computational complexity,Mammography
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