Index | Primary Cohort | Validation Cohort | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
RS1 | RS2 | radiomic model | clinical factors | predictive nomogram | senior radiologist | junior radiologist | RS1 | RS2 | radiomic model | clinical factors | predictive nomogram | senior radiologist | junior radiologist | |
TP | 27 | 35 | 38 | 25 | 39 | 30 | 29 | 10 | 11 | 12 | 10 | 12 | 10 | 9 |
TN | 41 | 42 | 42 | 43 | 41 | 39 | 31 | 14 | 15 | 15 | 15 | 15 | 13 | 12 |
FN | 13 | 5 | 2 | 15 | 1 | 10 | 11 | 3 | 2 | 1 | 3 | 1 | 3 | 4 |
FP | 5 | 4 | 4 | 3 | 5 | 7 | 15 | 2 | 1 | 1 | 7 | 1 | 3 | 4 |
Acc | 79.07% | 89.53% | 93.02% | 79.07% | 93.02% | 80.23% | 69.77% | 82.76% | 89.66% | 93.10% | 86.21% | 93.10% | 79.31% | 72.41% |
Sen | 0.675 | 0.875 | 0.950 | 0.625 | 0.975 | 0.750 | 0.725 | 0.769 | 0.846 | 0.923 | 0.769 | 0.923 | 0.769 | 0.692 |
Spe | 0.891 | 0.913 | 0.913 | 0.935 | 0.891 | 0.848 | 0.673 | 0.875 | 0.938 | 0.938 | 0.938 | 0.938 | 0.813 | 0.750 |
PPV | 0.844 | 0.897 | 0.904 | 0.893 | 0.886 | 0.811 | 0.695 | 0.833 | 0.917 | 0.923 | 0.909 | 0.923 | 0.769 | 0.692 |
NPV | 0.759 | 0.894 | 0.955 | 0.741 | 0.976 | 0.796 | 0.738 | 0.824 | 0.882 | 0.938 | 0.833 | 0.938 | 0.813 | 0.750 |
AUC (95%CI) | 0.837 (0.753–0.921) | 0.948 (0.903–0.994) | 0.970 (0.939–1) | 0.849 (0.769–0.929) | 0.977 (0.953–1) | 0.799 (0.716-0.884) | 0.700 (0.602-0.797) | 0.803 (0.615–0.990) | 0.938 (0.846–1) | 0.957 (0.889–1) | 0.832 (0.677–0.987) | 0.971 (0.912–1) | 0.7910.636-0.946) | 0.721 (0.551-0.892) |