Table 1.
Performance | Mammography | Breast ultrasound | MRI | Breast-specific gamma imaging |
---|---|---|---|---|
Sensitivity/TPRa | 0.85 ± 0.07 (57/67) | 0.99 ± 0.02 (66/67) | 0.88 ± 0.07 (59/67) | 0.90 ± 0.06 (60/67) |
Specificity/TNRa | 0.28 ± 0.09 (7/25) | 0.20 ± 0.08 (5/25) | 0.40 ± 0.10 (10/25) | 0.56 ± 0.10 (14/25) |
Precision/PPVa | 0.76 ± 0.09 (57/75) | 0.77 ± 0.09 (66/86) | 0.80 ± 0.08 (59/74) | 0.85 ± 0.07 (60/71) |
NPVa | 0.41 ± 0.10 (7/17) | 0.83 ± 0.08 (5/6) | 0.56 ± 0.10 (10/18) | 0.67 ± 0.10 (14/21) |
Accuracya | 0.70 ± 0.09 (64/92) | 0.77 ± 0.09 (71/92) | 0.75 ± 0.09 (69/92) | 0.80 ± 0.08 (74/92) |
AUC (p-value) | 0.64 (0.095) | 0.59 (0.041) | 0.57 (0.047) | 0.73 |
Kappa | 0.15 | 0.24 | 0.31 | 0.48 |
McNemar | 0.19 | 0.00 | 0.21 | 0.48 |
AUC, area under curve or balanced accuracy with p-values from DeLong's test for receiver operating characteristic curves compared with breast-specific gamma imaging; McNemar, p-value for comparison of imaging modalities and histologically confirmed results; NPV, negative predictive value (describes the ability of a negative test to rule out malignancy); PPV, positive-predictive value (describes the ability of a positive test to predict malignancy); TNR, true negative rate; TPR, true positive rate.
Numbers for calculation in parenthesis.