Table 6.
Comparison of performance between different risk prediction models.
Development Cohort | Validation Cohort | |||||||
---|---|---|---|---|---|---|---|---|
Hazard Ratio (95% CI) |
p-Value | C-Index (SE) | p-Value * | Hazard Ratio (95% CI) |
p-Value | C-Index (SE) | p-Value * | |
Radiomics_DCE_MR | 3.583 (1.708–7.516) | 0.001 | 0.726 (0.002) | 0.030 | 0.908 (0.385–2.146) | 1.000 | 0.537 (0.005) | 0.001 |
Radiomics_Perfusion | 2.891 (1.377–6.065) | 0.009 | 0.687 (0.002) | 0.002 | 2.120 (0.866–5.191) | 0.157 | 0.640 (0.005) | 0.008 |
HRS-only | 2.811 (1.340–5.898) | 0.011 | 0.694 (0.003) | 0.002 | 3.274 (1.378–7.782) | 0.014 | 0.699 (0.005) | 0.074 |
Clinical | 4.523 (2.155–9.492) | <0.001 | 0.768 (0.002) | 0.342 | 3.232 (1.330–7.855) | 0.018 | 0.748 (0.004) | 0.456 |
Combined habitat | 5.227 (2.490–10.973) | <0.001 | 0.793 (0.002) | NA | 4.128 (1.744–9.769) | 0.003 | 0.760 (0.003) | NA |
The p-value in each row refers to the p-value of the hazard ratio model. The p-value * is the model comparison between each model with the combined habitat model using the C-index values.