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

Table 4.

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

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.