Table 3 Radiomics features selected for the T2 radiomics model.
Image type | Feature class | Feature name | LASSO coefficient (β) |
|---|---|---|---|
log_sigma_5_0_mm_3D | glcm | SumEntropy | + 0.022896 |
log_sigma_2_0_mm_3D | firstorder | Median | − 0.024891 |
log_sigma_4_0_mm_3D | gldm | DependenceNonUniformity | − 0.019686 |
wavelet_LLL | glcm | Idmn | + 0.047859 |
wavelet_LHH | glcm | ClusterProminence | − 0.000991 |
wavelet_HLH | ngtdm | Coarseness | − 0.040312 |
wavelet_HLL | glcm | Idmn | + 0.025817 |
original | shape | Maximum2DDiameterColumn | + 0.118185 |
log_sigma_3_0_mm | glcm | Correlation | + 0.011076 |
original | glcm | JointAverage | + 0.095875 |
wavelet_LHL | firstorder | Skewness | 0.047400 |
wavelet_HHH_ | gldm | LowGrayLevelEmphasis | − 0.005149 |
log_sigma_3_0_mm_3D | firstorder | Mean | − 0.017261 |
wavelet_LLL | gldm | DependenceNonUniformity | − 0.116212 |
wavelet_LLL | glcm | Correlation | + 0.032158 |
