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961 mammographic mass lesions (516 benign, 445 malignant) collected at the Institute of Radiology of the University Erlangen-Nuremberg between 2003 and 2006. The dataset includes BI-RADS assessment, patient age, and three BI-RADS attributes (shape, margin, density) to predict lesion severity. It can be used to evaluate computer-aided diagnosis (CAD) systems against radiologist assessments.
The variable 'BI-RADS assessment' is named 'BI-RADS' in the data due to platform naming constraints. Some ordinal variables may be coded as float types.