Mass on DM | Pathology | Total | Sensitivity | Specificity | PPV | NPV | Accuracy | AUC | |
---|---|---|---|---|---|---|---|---|---|
Shape | benign | malignant | |||||||
Irregular | 3 (FP) | 5 (TP) | 8 (47.1%) | 62.5% | 66.7% | 62.5% | 66.7% | 64.7% | 0.646 |
Regular | 6 (TN) | 3(FN) | 9 (52.9%) | ||||||
Margins | Â | Â | Â | Â | Â | Â | Â | Â | Â |
Ill defined | 1 (FP) | 2 (TP) | 3 (17.6%) | Â | Â | Â | Â | Â | Â |
Speculated | 1 (FP) | 4 (TP) | 5 (29.4%) | 75% | 77.8% | 75% | 77.8% | 76.5% | 0.764 |
Well defined | 7 (TN) | 2 (FN) | 9 (52.9%) | ||||||
Density | Â | Â | Â | Â | Â | Â | Â | Â | Â |
Isodense | 4 (TN) | 0 (FN) | 4 (23.5%) | 100% | 44.4% | 61.5% | 100% | 70.6% | 0.722 |
Hyper-dense | 5 (FP) | 8 (TP) | 13 (76.5%) | ||||||
Total | 9 (52.9%) | 8 (47.1%) | 17 | Â | Â | Â | Â | Â | Â |