Table 2.
Univariable Cox regression analysis in the lung 1 training set
| Feature | Hazard ratio | p-value | Concordance |
|---|---|---|---|
| Original shape voxel volume | 1.000e + 00 (1.00–1.00) | 4.55e-06 *** | 0.583 (se = 0.016) |
| Original shape major axis length | 1.005061 (1.002–1.008) | 0.000511 *** | 0.582 (se = 0.016) |
| Original shape elongation | 0.7160 ( 0.3848–1.332) | 0.292 | 0.517 (se = 0.017) |
| Original gldm large dependence emphasis | 1.003723 (1.001–1.006) | 0.00109 ** | 0.571 (se = 0.016) |
| Original first-order energy | 1.000e + 00 (1.00–1.00) | 0.00102 ** | 0.564 (se = 0.017) |
| Original first-order minimum | 1.0004024 (0.9994–1.001) | 0.438 | 0.485 (se = 0.016) |
| Wavelet HLL glcm correlation | 0.1036 (0.02072–0.5175) | 0.00574 ** | 0.549 (se = 0.016) |
| Wavelet HLL glszm GrayLevelNonUniformityNormalized | 343.630 (13.11–9006) | 0.000458 *** | 0.551 (se = 0.016) |
| Wavelet LHL glcm MCC | 3.4081 (1.102–10.54) | 0.0332 * | 0.525 (se = 0.016) |
| Wavelet LHL first-order skewness | 0.77914 (0.6632–0.9154) | 0.00241 ** | 0.557 (se = 0.016) |
| Wavelet LHL ngtdm strength | 0.93152 (0.8665–1.001) | 0.0545 | 0.571 (se = 0.017) |
| Wavelet LHH first-order skewness | 0.98459 (0.6937–1.398) | 0.931 | 0.499 (se = 0.017) |
| Wavelet LHH first-order mean | 0.88519 (0.7761–1.01) | 0.0692 | 0.531 (se = 0.016) |
| Wavelet LLH glcm ClusterShade | 1.000e + 00 (0.9999–1) | 0.00642 ** | 0.545 (se = 0.016) |
| Wavelet LLH first-order maximum | 1.0005368 (1.00–1.001) | 0.00134 ** | 0.565 (se = 0.016) |
* < 0.05, ** < 0.01, *** < 0.001