Table 3.
The top 10 radiomics, 20 pathomics and 15 combined feature in the final model.
| Radiomics feature | Pathomics feature | Combined features |
|---|---|---|
| wavelet-HHH_glszm_SmallAreaLowGrayLevelEmphasis | DF1122 | original_shape_Sphericity |
| original_shape_Sphericity | DF97 | original_glcm_lmc1 |
| wavelet-LLH_glcm_Correlation | DF236 | DF1234 |
| wvelet-LHL_firstorder_Skewness | DF251 | DF661 |
| wavelet-LHL_glcm_Correlation | DF318 | DF1565 |
| wavelet-HLL_gldm_LargeDependenceHighGrayLevelEmphasis | DF849 | DF642 |
| wavelet-HHH_glszm_LowGrayLevelZoneEmphasis | DF989 | DF915 |
| wavelet-HHL_firstorder_Median | DF1331 | DF938 |
| wavelet-LHH_firstorder_Skewness | DF1679 | DF950 |
| wavelet-LHH_gldm_LargeDependenceLowGrayLevelEmphasis | DF1739 | DF1218 |
| DF1892 | DF1739 | |
| DF938 | DF1179 | |
| DF302 | DF302 | |
| DF1300 | Smoking history | |
| DF927 | Histology | |
| DF1159 | ||
| DF1731 | ||
| DF941 | ||
| DF1400 | ||
| DF1565 |