Table 2 Selected optimal features in radiomics
| Â | Features | Mean | SD |
|---|---|---|---|
F1 | original_shape_MajorAxisLength | 0.344 | 0.186 |
F2 | original_firstorder_90Percentile | 0.337 | 0.165 |
F3 | log.sigma.3.0.mm.3D_firstorder_Skewness | 0.546 | 0.187 |
F4 | wavelet.LLH_firstorder_Median | 0.851 | 0.115 |
F5 | wavelet.LLH_gldm_LowGrayLevelEmphasis | 0.076 | 0.130 |
F6 | wavelet.LHL_firstorder_Median | 0.962 | 0.078 |
F7 | wavelet.LHL_glszm_LargeAreaLowGrayLevelEmphasis | 0.051 | 0.112 |
F8 | wavelet.LHH_glcm_Imc2 | 0.299 | 0.145 |
F9 | wavelet.LHH_glrlm_RunEntropy | 0.526 | 0.130 |
F10 | wavelet.HLL_firstorder_Range | 0.198 | 0.133 |
F11 | wavelet.HLL_glcm_ClusterProminence | 0.047 | 0.116 |
F12 | wavelet.HLL_glszm_SizeZoneNonUniformity | 0.187 | 0.145 |
F13 | wavelet.HLL_glszm_SmallAreaEmphasis | 0.527 | 0.149 |
F14 | wavelet.HHL_firstorder_Kurtosis | 0.099 | 0.151 |
F15 | wavelet.HHL_gldm_DependenceNonUniformityNormalized | 0.197 | 0.152 |