Table 3 Features in every model
Model | Selected features | Coefficients |
|---|---|---|
BUS | wavelet-LHH_glszm_LargeAreaHighGrayLevelEmphasis_BUS wavelet-LHH_glszm_LargeAreaLowGrayLevelEmphasis_BUS wavelet-HHL_firstorder_Mean_BUS wavelet-HLL_glszm_SmallAreaLowGrayLevelEmphasis_BUS | -0.007677 -0.091875 -0.115225 -0.118419 |
CEUS | wavelet-HLL_glszm_GrayLevelNonUniformityNormalized_CEUS squareroot_glrlm_LongRunEmphasis_CEUS wavelet-HHH_firstorder_Median_CEUS wavelet-HLH_gldm_LowGrayLevelEmphasis_CEUS wavelet-HLH_firstorder_Median_CEUS original_glrlm_ShortRunLowGrayLevelEmphasis_CEUS wavelet-HHH_glszm_SmallAreaHighGrayLevelEmphasis_CEUS | 0.06317 0.055382 0.045882 0.012169 -0.03406 -0.076672 -0.155453 |
Combined_1 | wavelet-HLL_glszm_GrayLevelNonUniformityNormalized_CEUS wavelet-HLH_gldm_LowGrayLevelEmphasis_CEUS squareroot_glrlm_LongRunEmphasis_CEUS wavelet-HHH_firstorder_Median_CEUS wavelet-HHH_glrlm_RunPercentage_CEUS wavelet-LHH_glszm_LargeAreaLowGrayLevelEmphasis_BUS original_glrlm_ShortRunLowGrayLevelEmphasis_CEUS wavelet-HLH_firstorder_Median_CEUS wavelet-HLL_glszm_SmallAreaLowGrayLevelEmphasis_BUS wavelet-HHL_firstorder_Mean_BUS wavelet-HHH_glszm_SmallAreaHighGrayLevelEmphasis_CEUS | 0.076747 0.039037 0.037888 0.029838 0.001871 -0.01021 -0.057341 -0.057341 -0.070581 -0.115704 -0.151225 |
Combined_2 | wavelet-HLL_glszm_GrayLevelNonUniformityNormalized_CEUS wavelet-HLH_gldm_LowGrayLevelEmphasis_CEUS squareroot_glrlm_LongRunEmphasis_CEUS wavelet-HHH_firstorder_Median_CEUS original_ngtdm_Coarseness_CEUS wavelet-LHH_glszm_LargeAreaLowGrayLevelEmphasis_BUS original_glrlm_ShortRunLowGrayLevelEmphasis_CEUS wavelet-HLH_firstorder_Median_CEUS resnet101_31 wavelet-HLL_glszm_SmallAreaLowGrayLevelEmphasis_BUS wavelet-HHL_firstorder_Mean_BUS wavelet-HHH_glszm_SmallAreaHighGrayLevelEmphasis_CEUS | 0.064434 0.054451 0.039536 0.03321 -0.000446 -0.024238 -0.042904 -0.047193 -0.067187 -0.068875 -0.111608 -0.152471 |