Importance rank | Training cohort | Validation cohort | ||||
---|---|---|---|---|---|---|
Selected features | Category | IW | Selected features | Category | IW | |
1 | GLRLM_SRE | Tumor | 0.0451 | SHAPE_Volume_mL | Lung | 0.1439 |
2 | SHAPE_Volume_mL | Lung | 0.0426 | GLZLM_GLNUz | Tumor | 0.1122 |
3 | CONV_SUVstd | Tumor | 0.0177 | GLRLM_RP | Lung | 0.0776 |
4 | CONV_SUVstd | Lung | 0.0169 | GLRLM_SRE | Tumor | 0.0643 |
5 | GLRLM_RP | Lung | 0.0143 | HISTO_Entropy_log10 | Tumor | 0.0541 |
6 | GLZLM_GLNUz | Tumor | 0.0126 | CONV_SUVstd | Lung | 0.0372 |
7 | HISTO_Entropy_log10 | Tumor | 0.0121 | TLG_mL | Tumor | 0.0224 |
8 | GLRLM_LRE | Lung | 0.0036 | GLRLM_LRE | Lung | 0.0066 |
9 | TLG_mL | Tumor | 0.0006 | CONV_SUVstd | Tumor | <0.0001 |