Table 1.
Value (95%CI) | McNemar's P-valuea | Delong P-value | |||
---|---|---|---|---|---|
Model A | Model B | Reader consensus | Model A vs. Reader | Model A vs. Model B | |
Cyst | |||||
AUC | 0.986 (0.960, 1.000) | 0.970 (0.932, 1.000) | 0.147 | ||
Sensitivity, % | 89.5 (75.2, 97.1) | 89.5 (75.2, 97.1) | 94.7 (82.3, 99.4) | 0.688 | |
Specificity, % | 96.9 (93.0, 99.0) | 96.9 (93.0, 99.0) | 98.2 (94.7, 99.6) | 0.727 | |
Hemangioma | |||||
AUC | 0.944 (0.897, 0.991) | 0.936 (0.886, 0.986) | 0.66 | ||
Sensitivity, % | 82.6 (68.6, 92.2) | 87.0 (73.7, 95.1) | 89.1 (76.4, 96.4) | 0.508 | |
Specificity, % | 95.5 (90.9, 98.2) | 93.6 (88.5, 96.9) | 98.1 (94.5, 99.6) | 0.344 | |
FNH | |||||
AUC | 0.987 (0.934, 1.000) | 0.936 (0.824, 1) | 0.102 | ||
Sensitivity, % | 100 (66.4, 100) | 66.7 (29.9, 92.5) | 88.9 (51.8, 99.7) | 1.000 | |
Specificity, % | 95.8 (92.0, 98.2) | 94.8 (90.63, 97.5) | 100 (98.1, 100) | 0.008 | |
Benign nodules | |||||
AUC | 0.914 (0.787, 1.000) | 0.865 (0.711, 1.000) | 0.139 | ||
Sensitivity, % | 77.8 (40.0, 97.2) | 66.7 (29.9, 92.5) | 55.6 (21.2, 86.3) | 0.500 | |
Specificity, % | 99.5 (97.1, 100) | 99.5 (97.1, 100) | 98.4 (95.5, 99.7) | 0.625 | |
HCC | |||||
AUC | 0.925 (0.871, 0.978) | 0.879 (0.813, 0.9452) | 0.137 | ||
Sensitivity, % | 87.2 (74.3, 95.2) | 74.5 (59.7, 86.1) | 87.2 (74.3, 95.2) | 1.000 | |
Specificity, % | 91.6 (86.0, 95.4) | 86.4 (79.9, 91.4) | 94.8 (90.0, 97.7) | 0.267 | |
Metastatic malignancy | |||||
AUC | 0.897 (0.828, 0.966) | 0.841 (0.758, 0.923) | 0.039 | ||
Sensitivity, % | 59.6 (42.1, 75.3) | 40.5 (24.8, 57.9) | 89.2 (74.6, 97.0) | 0.003 | |
Specificity, % | 97.6 (93.9, 99.3) | 97.0 (93.0, 99.0) | 97.6 (93.9, 99.3) | 1.000 | |
Primary malignancy except HCC | |||||
AUC | 0.899 (0.793, 1.000) | 0.892 (0.783, 1.000) | 0.844 | ||
Sensitivity, % | 53.3 (26.6, 78.7) | 46.7 (21.3, 73.4) | 60.0 (32.3, 83.7) | 0.688 | |
Specificity, % | 97.9 (94.6, 99.4) | 96.8 (93.1, 98.8) | 96.2 (92.4, 98.5) | 0.727 |
P-value was calculated between Model A (seven-classification) vs. Reader consensus using the McNemar's test.