TABLE 4.
Prediction performance of the selected features.
| Feature | Mean ± SD |
AUC | P | ICC (inter–) |
ICC (intra–) |
|||
| NSCLC | BC | EGFR | HER2 | |||||
| Wavelet-HLH_glrlm_LongRunEmphasis (F1) | –0.003 ± 0.670 | – | – | – | 0.594 | 0.175 | 0.875 | 0.864 |
| Wavelet-LHL_glszm_SmallAreaHighGrayLevel Emphasis (F2) | –0.004 ± 0.658 | – | – | – | 0.753 | < 0.001 | 0.896 | 0.881 |
| Wavelet-HHH_firstorder_RootMeanSquared (F3) | –0.344 ± 0.642 | – | – | – | 0767 | < 0.001 | 0.877 | 0.869 |
| Wavelet-HHH_glrlm_LongRunLowGrayLevel Emphasis (F4) | 0.302 ± 0.817 | – | – | – | 0.617 | < 0.134 | 0.884 | 0.873 |
| Lbp-3D-k_firstorder_Mean (F5) | 0.145 ± 0.689 | – | – | – | 0.658 | 0.007 | 0.868 | 0.882 |
| DL_215 (F6) | 0.035 ± 0.789 | – | – | – | 0.571 | 0.106 | 0.899 | 0.895 |
| DL_400 (F7) | –0.050 ± 0.896 | – | – | – | 0.628 | 0.001 | 0.852 | 0.868 |
| Wavelet-HHL_glcm_InverseVariance (F1) | – | 0.202 ± 0.987 | – | – | 0.725 | < 0.001 | 0.872 | 0.856 |
| Wavelet-HHH_firstorder_InterquartileRange (F2) | – | 0.214 ± 0.972 | – | – | 0.718 | < 0.001 | 0.861 | 0.858 |
| DL_317 (F3) | – | 0.111 ± 1.114 | – | – | 0.625 | 0.004 | 0.863 | 0.870 |
| DL_144 (F4) | – | 0.073 ± 1.079 | – | – | 0.661 | 0.017 | 0.860 | 0889 |
| DL_122 (F5) | – | 0.080 ± 1.001 | – | – | 0.636 | 0.010 | 0.869 | 0.898 |
| Squareroot_glszm_SmallAreaHighGrayLevel Emphasis (F1) | – | –0.102 ± 0.617 | – | 0.648 | 0.008 | 0.855 | 0.874 | |
| Log-sigma-5-mm.3D_ngtdm_Contrast (F2) | – | – | 0.038 ± 0.838 | – | 0.623 | 0.110 | 0.873 | 0.894 |
| Wavelet-LHL_firstorder_Skewness (F3) | – | – | –0.059 ± 0.869 | – | 0.580 | 0.140 | 0.902 | 0.862 |
| Lbp-3D-k_firstorder_MeanAbsoluteDeviation (F4) | – | – | 0.180 ± 0.977 | – | 0.602 | 0.119 | 0.883 | 0.896 |
| Lbp-3D-m2_glszm_GrayLevelVariance (F5) | – | – | –0.051 ± 0.879 | – | 0.655 | 0.008 | 0.866 | 0.907 |
| DL_336 (F6) | – | – | 0.213 ± 0.656 | – | 0.594 | 0.415 | 0.911 | 0.920 |
| Wavelet-LLH_firstorder_10Percentile (F1) | – | – | –0.056 ± 0.891 | 0.647 | 0.040 | 0.857 | 0.863 | |
| Square_ngtdm_Busyness (F2) | – | – | – | –0.028 ± 0.555 | 0.687 | 0.006 | 0.881 | 0.897 |
| DL_317 (F3) | – | – | – | 0.082 ± 0.728 | 0.668 | 0.032 | 0.906 | 0.913 |
| Wavelet-HHL_glcm_Imc1 (F4) | – | – | – | 0.031 ± 0.662 | 0.664 | 0.024 | 0.923 | 0.927 |
| Log-sigma-3-mm-3D_glszm_LargeAreaHighGrayLevel Emphasis (F5) | – | – | – | 0.187 ± 0.837 | 0.653 | 0.154 | 0.893 | 0.8 |