Table 3.
Details of extracted radiomics features in the three models.
| Models | Feature Names | Number of features |
|---|---|---|
| 3D_ADC_ap_DWI_T2 (Model I) |
ADC-wavelet-LLL_firstorder_Maximum ADC-original_firstorder_Maximum ADC-gradient_glcm_MCC ADC-original_shape_Sphericity ap-wavelet-HHL_ngtdm_Busyness ap-gradient_glcm_Correlation DWI-wavelet-LHH_glszm_SmallAreaEmphasis T2-wavelet-HLH_glcm_Correlation T2-wavelet-HHL_firstorder_Mean T2-wavelet-HLH_glcm_MCC T2-wavelet-HHL_firstorder_Median |
11 |
| 3D_ADC_DWI_pp_T2 (Model II) |
ADC-wavelet-LLL_firstorder_Maximum ADC-gradient_glcm_MCC ADC-original_firstorder_Maximum ADC-gradient_ngtdm_Busyness DWI-wavelet-LHH_glszm_SmallAreaEmphasis pp-wavelet-HHL_glrlm_ShortRunEmphasis pp-wavelet-HLL_glcm_Idn T2-wavelet-HLH_glcm_Correlation T2-wavelet-HHL_firstorder_Median T2-wavelet-HLH_glcm_MCC T2-wavelet-HHL_firstorder_Mean |
11 |
| 3D_ADC_ap_pp_T2 (Model III) |
ADC-wavelet-LLL_firstorder_Maximum ap-gradient_glcm_Correlation ap-wavelet-LLL_glcm_MCC T2-wavelet-HHL_firstorder_Median T2-wavelet-HLH_glcm_Correlation |
5 |