2. Performance of two radiomics signatures and combined model.
Performance | Measure | Primary cohort | Validation cohort | |||||
Handcrafted signature | Deep signature | Combined model | Handcrafted signature | Deep signature | Combined model | |||
95% CI, 95% confidence interval; H-L test, Hosmer-Lemeshow test; sNB, standardized net benefit. | ||||||||
Overall | Brier score | 0.191 | 0.182 | 0.159 | 0.220 | 0.231 | 0.211 | |
Discrimination | C-index (95% CI) | 0.739 (0.661−0.818) | 0.760 (0.690−0.831) | 0.829 (0.767−0.890) | 0.695 (0.609−0.781) | 0.777 (0.696−0.857) | 0.809 (0.740−0.879) | |
Calibration | H-L test (P) | 0.674 | 0.294 | 0.887 | 0.416 | 0.161 | 0.528 | |
Clinical usefulness (T50%) | sNB | 0.100 | 0.150 | 0.333 | 0.070 | 0.263 | 0.360 |