Table 2.
C-index of radiomic signatures from unimodal (single-sequence) MRI and multi-modality (combined sequences) MRI for prediction of non-HCC survival at 3 years.
Modality | Training | Internal validation | External validation-1 | External validation-2 |
---|---|---|---|---|
pre-contrast | 0.680 (0.548-0.812) | 0.668 (0.536-0.800) | 0.492 (0.378-0.606) | 0.416 (0.293-0.539) |
HAP | 0.699 (0.625-0.775) | 0.672 (0.540-0.804) | 0.526 (0.412-0.640) | 0.475 (0.352-0.598) |
PVP | 0.691 (0.616-0.766) | 0.654 (0.523-0.796) | 0.586 (0.472-0.699) | 0.440 (0.317-0.562) |
EP | 0.691 (0.616-0.766) | 0.646 (0.514-0.777) | 0.505 (0.391-0.619) | 0.421 (0.298-0.544) |
T2WI | 0.668 (0.593-0.743) | 0.604 (0.472-0.736) | 0.478 (0.365-0.592) | 0.591 (0.468-0.714) |
ALL | 0.710 (0.635-0.784) | 0.681 (0.549-0.813) | 0.632 (0.518-0.746) | 0.658 (0.535-0.781) |
The bold values indicate that the performance of the model based on multi-modality (combined sequences) MRI is the best.
pre-contrast, pre-contrast phase; HAP, hepatic arterial phase; PVP, portal venous phase; EP, equilibrium phase; T2WI, T2 weighted imaging.