Clinical model | MAE (days) | C-index | Classification accuracy of 2-year survival status | Classification accuracy of 5-year survival status |
---|---|---|---|---|
CPH | 583 ± 37 | 0.747 ± 0.01 | 0.610 ± 0.05 | 0.868 ± 0.02 |
MLP {32 × 32} | 506 ± 66 | 0.744 ± 0.01 | 0.731 ± 0.03 | 0.894 ± 0.03 |
MLP {64 × 64} | 463 ± 81 | 0.745 ± 0.01 | 0.740 ± 0.02 | 0.913 ± 0.03 |
MLP {128 × 128} | 500 ± 74 | 0.747 ± 0.01 | 0.730 ± 0.02 | 0.902 ± 0.03 |