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Fig. 1. —Histogram shows benign and malignant cases binned by malignancy fraction output of case-based reasoning system. Note that although benign and malignant cases overlap considerably, 81 cases with malignancy fraction of less than 0.1 are all benign. These patients could be spared surgery without missing any malignancies. Dark shading indicates malignant; light shading indicates benign.

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