Table 2.
Class | Feature | Pre-Contrast Phase (Mean ± SD) | Portal Phase (Mean ± SD) | p | Class | Feature | Pre-Contrast Phase (Mean ± SD) | Portal Phase (Mean ± SD) | p |
---|---|---|---|---|---|---|---|---|---|
Conventional (Intensity) | MIN | −73 ± 171 | −14 ± 94 | <0.001 | Gray-Level Run Length Matrices (GLRLM) | GLRLM_SRE | 0.87 ± 0.03 | 0.89 ± 0.03 | <0.001 |
MEAN | 39 ± 30 | 71 ± 25 | <0.001 | GLRLM_LRE | 1.72 ± 0.28 | 1.64 ± 0.24 | <0.001 | ||
STD. DEVIATION | 24 ± 32 | 22 ± 10 | <0.001 | GLRLM_LGRE | 1.01 × 10−4 ± 7.89 × 10−5 | 866 × 10−5± 5.02 × 10−6 | <0.001 | ||
MAX | 127 ± 133 | 163 ± 100 | <0.001 | GLRLM_HGRE | 10,933.98 ± 515.11 | 11,619.98 ± 531.51 | <0.001 | ||
Q1 | 26 ± 51 | 57 ± 24 | <0.001 | GLRLM_SRLGE | 8.90 × 10−5 ± 7.70 × 10−5 | 7.66 × 10−5± 4.79 × 10−6 | <0.001 | ||
Q2 | 41 ± 22 | 70 ± 25 | <0.001 | GLRLM_SRHGE | 9558 ± 625 | 10,297 ± 678 | <0.001 | ||
Q3 | 53 ± 18 | 85 ± 26 | <0.001 | GLRLM_LRLGE | 1.68 × 10−4 ± 9.21 × 10−5 | 1.43 × 10−4 ± 2.35 × 10−5 | <0.001 | ||
First Order | HISTO_Skewness | −0.29 ± 2.08 | 0.14 ± 1.19 | <0.001 | GLRLM_LRHGE | 18,797 ± 3034 | 18,998 ± 2652 | 0.317 | |
HISTO_Kurtosis | 11.16 ± 28.13 | 5.85 ± 17.82 | 0.013 | GLRLM_GLNU | 704 ± 1422 | 855 ± 1868 | 0.197 | ||
HISTO_Entropy_log10 | 0.85 ± 0.14 | 0.93 ± 0.10 | <0.001 | GLRLM_RLNU | 3500 ± 6687 | 3696 ± 6933 | 0.684 | ||
HISTO_Entropy_log2 | 2.83 ± 0.47 | 3.08 ± 0.34 | <0.001 | GLRLM_RP | 0.84 ± 0.05 | 0.85 ± 0.04 | <0.001 | ||
HISTO_Energy (=Uniformity) | 0.18 ± 0.04 | 0.14 ± 0.03 | <0.001 | Gray-Level Zone Length Matrices (GLZLM) | GLZLM_SZE | 0.60 ± 0.06 | 0.58 ± 0.05 | <0.001 | |
Gray-Level Colocalization Matrices (GLCM) | GLCM_Homogeneity (=inverse difference) | 0.51 ± 0.06 | 0.49 ± 0.05 | <0.001 | GLZLM_LZE | 12,042 ± 29,885 | 9120 ± 30,290 | 0.005 | |
GLCM_Energy (=Angular second moment) | 0.04 ± 0.02 | 0.03 ± 0.01 | <0.001 | GLZLM_LGZE | 1.14 × 10−4 ± 2.12 × 10−4 | 8.61 × 10−5 ± 1.53 × 10−5 | <0.001 | ||
GLCM_Contrast (=Variance) | 18.8 ± 180.71 | 6.24 ± 6.51 | <0.001 | GLZLM_HGZE | 10,906 ± 763 | 11,779 ± 539 | <0.001 | ||
GLCM_Correlation | 0.30 ± 0.15 | 0.37 ± 0.14 | <0.001 | GLZLM_SZLGE | 7.47 × 10−5 ± 1.97 × 10−4 | 5.02 × 10−5 ± 1.21 × 10−5 | <0.001 | ||
GLCM_Entropy_log10 | 1.62 ± 0.23 | 1.73 ± 0.19 | <0.001 | GLZLM_SZHGE | 6519 ± 680 | 6867 ± 642 | <0.001 | ||
GLCM_Entropy_log2(=Joint entropy) | 5.37 ± 0.77 | 5.37 ± 0.77 | <0.001 | GLZLM_LZLGE | 1.11 ± 2.74 | 0.80 ± 2.64 | 0.002 | ||
GLCM_Dissimilarity | 1.83 ± 2.69 | 1.78 ± 0.52 | <0.001 | GLZLM_LZHGE | 1.31 × 108 ± 3.26 × 10−8 | 1.04 × 108 ± 3.49 × 10−8 | 0.011 | ||
NGLDM | NGLDM_Coarseness | 8.47 ± 1.14 | 1.00 ± 1.49 | 0.350 | GLZLM_GLNU | 112.06 ± 63 | 58 ± 82.71 | 0.473 | |
NGLDM_Contrast | 0.06 ± 0.11 | 0.06 ± 0.03 | <0.001 | GLZLM_ZLNU | 218 ± 403 | 211 ± 336 | 0.783 | ||
NGLDM_Busyness | 0.34 ± 0.54 | 0.29 ± 0.46 | 0.266 | GLZLM_ZP | 0.14 ± 0.08 | 0.16 ± 0.08 | 0.004 |
SD: Standard deviation; Q1–3: Quartiles; NGLDM: Neighboring gray-level difference matrices; SRE/LRE/LGRE/HGRE: Short/long/high-gray/low-gray run emphasis; GL/RLNU: Gray-level/run length non-uniformity RP: Run percentage; SZE/LZE/LGZE/HGZE: Short/long/high-gray/low-gray zone emphasis; GL/ZLNU: Gray-level/zone length non-uniformity; ZP: Zone percentage.