Table 2 Selected features of the four different models

3D uncorrected

Wavelet_HHL_glcm_ClusterShade

Skewness and uniformity measurement

Wavelet_LLH_glszm_SizeZoneNonUniformity

Variability of size zone volumes

Wavelet_LHH_firstorder_Maximum

Maximum gray level intensity of the ROI

Wavelet_HHL_firstorder_Skewness

Asymmetry of the mean value

Wavelet_LLL_gldm_GrayLevelNonUniformity

Variability of gray-level intensity values

3D corrected

Wavelet_LHH_firstorder_Maximum

Maximum gray level intensity of the ROI

Wavelet_HHL_glcm_ClusterShade

Skewness and uniformity measurement

Wavelet_LLH_gldm_GrayLevelNonUniformity

Variability of gray-level intensity values

Wavelet_LLH_glszm_SizeZoneNonUniformity

Variability of size zone volumes

Wavelet_HLH_glszm_SizeZoneNonUniformity

Variability of size zone volumes

2D uncorrected

Wavelet_HLL_glszm_LargeAreaGrayLevelEmphasis

Proportion in the image of the joint distribution of larger size zones with lower gray-level values

Wavelet_LHH_firstorder_Skewness

Asymmetry of the mean value

Original_glszm_SizeZoneNonUniformity

Variability of size zone volumes

Wavelet_LHL_gldm_DependenceVariance

Variance in dependence size in the image

Wavelet_LHL_firstorder_Skewness

Asymmetry of the mean value

2D corrected

Wavelet_HLL_firstorder_Skewness

Asymmetry of the mean value

Wavelet_LHL_firstorder_Maximum

Maximum gray level intensity of the ROI

Wavelet_LLH_glcm_ClusterProminence

skewness and asymmetry of the GLCM

Wavelet_LHL_gldm_DependenceVariance

Variance in dependence size in the image

Original_glszm_SizeZoneNonUniformity

Variability of size zone volumes