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. 2021 Jun 25;11(7):1162. doi: 10.3390/diagnostics11071162

Table 2.

Values of the radiomics features of Tumor volume of interest (VOI) in the portal and pre-contrast phases.

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.