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Receiver operating characteristics of the penalized logistic regression model for classification of cysts, metastases, and hemangioma by VMI energy (left column) and feature subset (right column), respectively. Color indicates VMI energy. Line style indicates the used feature subset (‘all features’, ‘repeatable only’, ‘nonrepeatable only’) at 40 keV.
