Table 2. Diagnostic Performance of the Radiomics-Based and Non-Conversion Models in the Training and External Validation Sets.
Model | Training set | External validation set | ||||
---|---|---|---|---|---|---|
Accuracy | F1-macro score | Accuracy | p value | F1-macro score | p value | |
Radiomics-based model | 0.902 (0.820–0.984) | 0.885 (0.798–0.973) | 0.902 (0.820–0.984) | 0.004 | 0.861 (0.747–0.973) | 0.002 |
Non-conversion model | 0.745 (0.625–0.865) | 0.723 (0.600–0.846) | 0.765 (0.648–0.881) | 0.699 (0.596–0.824) |
Parentheses indicate 95% confidence intervals.