Table 2.
18 radiomic features included in the construction of radiomics model
| Radiomic features | Coef | Relative weight | p |
|---|---|---|---|
| lbp-3D-m2_firstorder_InterquartileRange | 1.0667 | 1.0000 | 0.001 |
| wavelet-HHL_gldm_LargeDependenceLowGrayLevelEmphasis | 0.7576 | 0.7103 | 0.003 |
| logarithm_glcm_InverseVariance | 0.5599 | 0.5249 | <0.001 |
| log-sigma-1–0 mm-3D_glrlm_RunEntropy | 0.3167 | 0.2969 | 0.001 |
| log-sigma-3–0 mm-3D_glszm_SizeZoneNonUniformity | 0.1975 | 0.1852 | 0.020 |
| wavelet-LLL_ngtdm_Strength | 0.1878 | 0.1760 | 0.001 |
| Wavelet-LLL_glszm_SizeZoneNonUniformityNormalized | 0.1411 | 0.1322 | <0.001 |
| square_firstorder_Minimum | 0.0683 | 0.0640 | 0.002 |
| gradient_glszm_LowGrayLevelZoneEmphasis | −0.0554 | −0.0520 | 0.001 |
| log-sigma-2–0 mm-3D_ngtdm_Strength | −0.0853 | −0.0799 | 0.025 |
| wavelet-HLL_glrlm_GrayLevelNonUniformityNormalized | −0.1698 | −0.1592 | 0.001 |
| log-sigma-2–0 mm-3D_glrlm_LongRunHighGrayLevelEmphasis | −0.1775 | −0.1664 | 0.002 |
| log-sigma-5–0 mm-3D_glcm_DifferenceEntropy | −0.245 | −0.2296 | 0.025 |
| squareroot_ngtdm_Contrast | −0.2776 | −0.2602 | 0.001 |
| gradient_ngtdm_Contrast | −0.2896 | −0.2715 | 0.008 |
| log-sigma-3–0 mm-3D_glszm_GrayLevelNonUniformity | −0.2909 | −0.2727 | 0.009 |
| log-sigma-2–0 mm-3D_firstorder_InterquartileRange | −0.3098 | −0.2904 | 0.003 |
| wavelet-HHL_glcm_SumEntropy | −0.3681 | −0.3451 | <0.001 |