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Automatic segmentation of abnormal region is a crucial task in computer‐aided detection system using mammograms. In this work, an automatic abnormality detection algorithm using mammographic images is proposed. In the preprocessing step, partial differential equation–based variational level set method is used for breast region extraction. The evolution of the level set method is done by applying mesh‐free–based...