A CT-Based Radiomics Approach for the Differential Diagnosis of Sarcomatoid and Clear Cell Renal Cell Carcinoma

Table 3

The selected radiomics features and corresponding coefficients.

Selected CMP features	Coefficients
First-order features
squareroot_Energy	0.0003
squareroot_Maximum	0.0057
wavelet-LHH_Skewness	0.0069
Shape features
original_Minoraxis	0.0312
Texture features
Gray-level run length matrix (GLRLM)
exponential_RunVariance	0.0037
squareroot_GrayLevelNonUniformity	0.0926
Selected NP features
First-order features
wavelet-HLH_Skewness	-0.04831
wavelet-LHH_Median	-0.0272
wavelet-HHH_Median	-0.0076
squareroot_Energy	0.0002
wavelet-LLH_fskewness	0.0019
square_Kurtosis	0.0337
wavelet-LHL_Mean	0.0417
wavelet-LLH_Kurtosis	0.0613
Shape features
original_SurfaceArea	2.85E-5
original_RunVariance	0.0210
original_SphericalDisproportion	0.0226
Texture features
Gray-level cooccurrence matrix (GLCM)
square_Idmn	-0.0196
square_Correlation	-0.0075
wavelet-HHH_ClusterProminence	0.0152
squareroot_DifferenceVariance	0.0422
Gray-level run length matrix (GLRLM)
wavelet-LLL_ShortRunLowGrayLevelEmphasis	-0.0075
square_ShortRunLowGrayLevelEmphasis	0.0017
wavelet-HHH_RunVariance	0.0225
exponential_RunVariance	0.0242
exponential_RunEntropy	0.0246
exponential_ShortRunLowGrayLevelEmphasis	0.0499
Gray-level size zone matrix (GLSZM)
square_ZoneVariance	-0.0285
wavelet-HLL_SizeZoneNonUniformityNormalized	-0.0173
wavelet-LLL_LowGrayLevelZoneEmphasis	-0.0086
wavelet-HLL_GrayLevelNonUniformity	-0.0063
wavelet-LLL_ZoneVariance	0.0022
wavelet-HHH_LargeAreaEmphasis	0.0183
logarithm_LargeAreaLowGrayLevelEmphasis	0.0437
logarithm_GrayLevelNonUniformity	0.0938