Table 1.
Discriminative performance (time-dependent area under the receiver operating characteristic curve [AUC], Harrell concordance index [C-Index]) and calibration accuracy (integrated Brier score) of progression-free survival models.
| Models | Time-dependent AUC | Harrell C-index | Integrated Brier score | |
|
|
4 years | 5 years |
|
|
| Cox proportional hazards | 0.706 | 0.833 | 0.531 | 0.0527 |
| Random survival forest | 0.941 | 0.917 | 0.906 | 0.0698 |
| Gradient boosting survival | 0.765 | 0.833 | 0.844 | 0.0590 |
| Deep neural network survival | 0.941 | 0.917 | 0.719 | 0.0887 |