PFS | OS | |||||||
---|---|---|---|---|---|---|---|---|
Model | Features | HR [95% CI] | p-value | C-index | HR [95% CI] | p-value | C-index | |
RF-longitudinal | Clinical data | 1.63 [-1.00,4.25] | 0.224 | 0.615 | 3.49 [0.28,6.69] | 0.033 | 0.656 | |
RF-longitudinal | DF-imm | 3.30 [1.02,5.59] | 0.005 | 0.687 | 4.31 [1.43,7.12] | 0.003 | 0.709 | |
Ensemble RF-longitudinal | DF-imm Clinical data | 4.68 [1.52,7.84] | 0.004 | 0.723 | 6.00 [2.27,9.73] | 0.002 | 0.768 |