Table 2.
Statistics | Radiomics model | Combined model | ||||
---|---|---|---|---|---|---|
Training set | Testing set | Cross-validation set | Training set | Testing set | Cross-validation set | |
ACC | 0.822 | 0.871 | 0.740 | 0.822 | 0.903 | 0.822 |
AUC (95% CIs) | 0.849 (0.755-0.931) | 0.864 (0.683-0.996) | 0.779 (0.655-0.878) | 0.857 (0.761-0.935) | 0.868 (0.689-1.000) | 0.848 (0.735-0.930) |
NPV | 0.796 | 0.895 | 0.842 | 0.796 | 0.900 | 0.796 |
PPV | 0.895 | 0.833 | 0.629 | 0.895 | 0.909 | 0.895 |
SEN | 0.607 | 0.833 | 0.786 | 0.607 | 0.833 | 0.607 |
SPE | 0.956 | 0.895 | 0.711 | 0.956 | 0.947 | 0.956 |
Data in parentheses are 95% CIs.
Abbreviations: ACC, accuracy; AUC, area under the curve; CI, confidence interval; NPV, negative predictive value; PPV, positive predictive value; SEN, sensitivity; SPE, specificity.