Table 2.
Selected radiomic features and its coefficients.
Selected features | Coefficient | |
---|---|---|
Contrast-enhanced 3D-T1-MPRAGE | original_firstorder_MeanAbsoluteDeviation | 0.008376 |
original_firstorder_Mean | -0.21765 | |
logsigma_3_0_mm_3D_glcm_Correlation | 0.014965 | |
log_sigma_5_0_mm_3D_glszm_GrayLevelNonUniformityNormalized | 0.163822 | |
log_sigma_5_0_mm_3D_glszm_SmallAreaLowGrayLevelEmphasis | 0.354926 | |
wavelet_LHL_gldm_DependenceVariance | -0.02259 | |
wavelet_LHH_gldm_LargeDependenceHighGrayLevelEmphasis | 0.061954 | |
wavelet_HLL_glcm_JointEntropy | -0.1377 | |
wavelet-LLL_gldm_SmallDependenceLowGrayLevelEmphasis | 0.069576 | |
T1WI | log-sigma-5-0-mm-3D_glcm_SumEntropy | 0.176542 |
wavelet-HHL_glcm_JointAverage | 0.000975 | |
T2WI | log-sigma-5-0-mm-3D_gldm_LowGrayLevelEmphasis | 0.027959 |
wavelet-LHH_glrlm_LongRunEmphasis | -0.26765 | |
FLAIR | log-sigma-5-0-mm-3D_gldm_GrayLevelVariance | -0.036765 |
wavelet-LHL_gldm_SmallDependenceLowGrayLevelEmphasis | -0.316588 | |
wavelet-HLL_firstorder_Kurtosis | 0.117975 |