Features with Their Sphere S37–S17 COVs (Mean ± SD), Optimal Voxel Size, Optimal Bin Size, and Resultant Optimized COV Across Imaging Systems
Feature | Feature category | COV (%) | Voxel size | Bin size | COV (%) |
Information correlation | GLCM | 0.0 ± 0.0* | 4 | 0.01 | 0.0* |
Compactness | Shape | 0.6 ± 0.3* | 1 | NA | 0.2* |
Small zone size emphasis | GLZSM | 12.3 ± 8.4‡ | 4 | 0.01 | 2.0* |
Entropy | GLCM | 6.9 ± 3.0† | 4 | 0.01 | 2.1* |
Zone size percentage | GLZSM | 31.3 ± 27.5 | 4 | 0.01 | 3.6* |
Sum entropy | GLCM | 5.6 ± 1.3† | 4 | 0.01 | 3.7* |
Large zone size emphasis | GLZSM | 100.3 ± 75.4 | 4 | 0.01 | 4.9* |
Difference entropy | GLCM | 11.7 ± 3.6‡ | 4 | 0.01 | 6.5† |
Spheric dice coefficient | Shape | 7.9 ± 1.4† | 2 | NA | 6.8† |
Coarseness | NGTDM | 11.2 ± 4.7‡ | 1 | 0.01 | 7.45† |
Correlation | GLCM | 13.1 ± 0.1‡ | 1 | 0.1 | 12.9‡ |
Inverse difference | GLCM | 21.3 ± 3.1 | 1 | 0.1 | 14.9‡ |
Angular second moment | GLCM | 56.5 ± 17.7 | 4 | 0.01 | 17.6‡ |
Inverse difference moment | GLCM | 29.8 ± 3.8 | 1 | 0.1 | 20.6 |
Volume | Shape | 22.8 ± 0.5 | 4 | NA | 22.0 |
Sum average | GLCM | 26.4 ± 0.7 | 2 | 0.01 | 25.3 |
Low gray-level zone emphasis | GLZSM | 49.7 ± 28.5 | 4 | 0.01 | 26.9 |
Small zone low gray emphasis | GLZSM | 48.6 ± 30.5 | 4 | 0.01 | 27.8 |
Busyness | NGTDM | 60.5 ± 16.8 | 4 | 0.01 | 27.9 |
Gray-level nonuniformity | GLZSM | 41.7 ± 3.9 | 4 | 0.01 | 28.7 |
Contrast | NGTDM | 51.9 ± 12 | 1 | 0.1 | 29.0 |
Texture strength | NGTDM | 43.9 ± 8.2 | 4 | 0.01 | 30.0 |
Dissimilarity | GLCM | 31.4 ± 0.5 | 4 | 0.01 | 30.7 |
Large zone low gray emphasis | GLZSM | 135.3 ± 75.4 | 4 | 0.01 | 30.8 |
Maximum probability | GLCM | 52.4 ± 11 | 4 | 0.01 | 33.4 |
High gray-level zone emphasis | GLZSM | 41.7 ± 3.9 | 1 | 0.05 | 35.6 |
Zone size nonuniformity | GLZSM | 62.7 ± 17 | 4 | 0.01 | 38.3 |
Large zone high gray emphasis | GLZSM | 76.6 ± 52 | 4 | 0.01 | 45.0 |
Auto correlation | GLCM | 47.1 ± 0.8 | 2 | 0.01 | 45.7 |
Sum-of-squares variance | GLCM | 47.7 ± 1.2 | 2 | 0.01 | 46.1 |
Sum variance | GLCM | 47.9 ± 0.7 | 4 | 0.01 | 46.9 |
Small zone high gray emphasis | GLZSM | 50.3 ± 7.8 | 4 | 0.01 | 47.4 |
Difference variance | GLCM | 57.9 ± 1.3 | 1 | 0.1 | 54.0 |
Complexity | NGTDM | 64.6 ± 4.8 | 4 | 0.01 | 55.1 |
Contrast | GLCM | 57.1 ± 0.5 | 4 | 0.01 | 56.4 |
Cluster shade | GLCM | 82.5 ± 4.7 | 1 | 0.01 | 76.9 |
Cluster prominence | GLCM | 86.6 ± 1.2 | 4 | 0.01 | 84.7 |