“…When using new KNN, the classification performance level of the interactive CAD system is significantly increased (p < 0.001) to AUC 00.897 with the corresponding 95% CI of [0.887, 0.907]. (1) to the bottom right ROI (12), the reference image set of CC view includes three ROIs (6, 9, and 10) depicting malignant masses, three ROIs (3, 5, and 11) depicting benign masses, and six ROIs (1, 2, 4, 7, 8, and 12) depicting CAD-cued falsepositive regions, while the reference image set of MLO view includes five malignant ROIs (3,5,6,9, and 12), one benign ROI (2), and six CAD-cued false-positive ROIs (1,4,7,8,10, and 11) Fig. 4 Comparison of two ROC-type performance curves of our interactive CAD scheme evaluated using a leave-one-out testing method involving 3,600 ROIs in the reference database.…”