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. 2020 Apr;32(2):175–185. doi: 10.21147/j.issn.1000-9604.2020.02.05

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