Fig. 5.

ROC curves in the task of classification of lesions as benign or malignant, for the three datasets pre- and postharmonization of selected radiomic features. Within each dataset, ROC analysis using the posterior probability of malignancy was performed after 10-fold cross validation with random forest classifier.