Table 4. Mean areas under the receiver operating characteristic curves (AUCs) of the clinical, radiomics and combined models calculated from 100 iterations of an internal validation process.
Model | Mean AUC±SE | Median AUC (Q1, Q3) |
---|---|---|
Clinical RF model | 0.907±0.036 | 0.912 (0.880, 0.933) |
Radiomics RF model | 0.921±0.031 | 0.922 (0.903, 0.940) |
Combined LR model | 0.934±0.030 | 0.939 (0.918, 0.951) |
RF, Random Forest; LR, logistic regression; SE, standard error.