Table 4.
Class | Feature | Pre-Contrast Phase (Mean ± SD) | Portal Phase (Mean ± SD) | p | CLASS | Class | Feature | Pre-Contrast Phase (Mean ± SD) | p |
---|---|---|---|---|---|---|---|---|---|
Conventional (Intensity) | MIN | −1 ± 77 | 59 ± 23 | <0.001 | Gray-level Run length Matrices (GLRLM) | GLRLM_SRE | 0.85 ± 0.03 | 0.86 ± 0.03 | 0.602 |
MEAN | 54 ± 12 | 106 ± 20 | <0.001 | GLRLM_LRE | 1.87 ± 0.28 | 1.85 ± 0.26 | 0.486 | ||
STD. DEVIATION | 15 ± 9 | 15 ± 3 | 0.011 | GLRLM_LGRE | 8.96 × 10−5 ± 5.79 × 10−6 | 8.11 × 10−5 ± 2.99 × 10−6 | <0.001 | ||
MAX | 102 ± 25 | 167 ± 31 | <0.001 | GLRLM_HGRE | 11,232 ± 257 | 12,364 ± 440 | <0.001 | ||
Q1 | 45 ± 12 | 96 ± 20 | <0.001 | GLRLM_SRLGE | 7.65 × 10−5 ± 6.24 × 10−6 | 6.93 × 10−5 ± 3.41 × 10−6 | <0.001 | ||
Q2 | 54 ± 12 | 106± 20 | <0.001 | GLRLM_SRHGE | 9586 ± 439 | 10,577 ± 541 | <0.001 | ||
Q3 | 64 ± 14 | 115 ± 20 | <0.001 | GLRLM_LRLGE | 1.67 × 10−4 ± 2.64 × 10−5 | 1.50 × 10−4 ± 2.15 × 10−5 | <0.001 | ||
First Order | HISTO_Skewness | −0.07 ± 0.63 | 0.24 ± 0.41 | <0.001 | GLRLM_LRHGE | 20,976 ± 3240 | 22,812 ± 3252 | <0.001 | |
HISTO_Kurtosis | 3.55 ± 4.41 | 3.73 ± 1.13 | <0.001 | GLRLM_GLNU | 188 ± 43 | 185 ± 41 | 0.506 | ||
HISTO_Entropy_log10 | 0.76 ± 0.11 | 0.78 ± 0.08 | 0.201 | GLRLM_RLNU | 687 ± 211 | 703 ± 221 | 0.515 | ||
HISTO_Entropy_log2 | 2.53 ± 0.35 | 2.57 ± 0.28 | 0.201 | GLRLM_RP | 0.81 ± 0.04 | 0.81 ± 0.04 | 0.551 | ||
HISTO_ENERGY (=Uniformity) | 0.21 ± 0.05 | 0.20 ± 0.04 | 0.230 | Gray-Level Zone Length Matrices (GLZLM) | GLZLM_SZE | 0.60 ± 0.04 | 0.59 ± 0.04 | 0.006 | |
Gray-level Colocalization Matrices (GLCM) | GLCM_Homogeneity (=Inverse difference) | 0.53 ± 0.06 | 0.53 ± 0.05 | 0.229 | GLZLM_LZE | 2700 ± 1929 | 2506 ± 1897 | 0.024 | |
GLCM_Energy (=Angular second moment) | 0.05 ± 0.02 | 0.04 ± 0.02 | 0.109 | GLZLM_LGZE | 9.21 × 10−5 ± 3.57 × 10−5 | 8.09 × 10−5 ± 3.04 × 10−6 | <0.001 | ||
GLCM_Contrast (=Variance) | 4.23 ± 7.32 | 3.71 ± 1.50 | 0.377 | GLZLM_HGZE | 11,222 ± 313 | 12,406 ± 456 | <0.001 | ||
GLCM_Correlation | 0.17 ± 0.07 | 0.21 ± 0.08 | <0.001 | GLZLM_SZLGE | 5.60 × 10−5 ± 2.90 × 10−5 | 4.77 × 10−5 ± 4.20 × 10−6 | <0.001 | ||
GLCM_Entropy_log10 | 1.50 ± 0.21 | 1.53 ± 0.17 | 0.135 | GLZLM_SZHGE | 6757 ± 471 | 7309 ± 591 | <0.001 | ||
GLCM_Entropy_log2 (=Joint entropy) | 4.97 ± 0.68 | 5.08 ± 0.55 | 0.135 | GLZLM_LZLGE | 0.24 ± 0.17 | 0.20 ± 0.15 | 0.043 | ||
GLCM_Dissimilarity | 1.45 ± 0.58 | 1.45 ± 0.30 | 0.936 | GLZLM_LZHGE | 3.04 × 107 ± 2.18 × 10−7 | 3.10 × 107 ± 2.36 × 10−7 | 0.817 | ||
NGLDM | NGLDM_Coarseness | 0.01 ± 0 | 0.01 ± 0 | 0.964 | GLZLM_GLNU | 17.42 ± 4.68 | 16.65 ± 4.83 | 0.151 | |
NGLDM_Contrast | 0.05 ± 0.03 | 0.04 ± 0.01 | 0.009 | GLZLM_ZLNU | 43.68 ± 54.59 | 40.75 ± 22.18 | 0.531 | ||
NGLDM_Busyness | 0.15 ± 0.04 | 0.13 ± 0.04 | <0.001 | GLZLM_ZP | 0.10 ± 0.05 | 0.10 ± 0.03 | 0.856 |
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.