Table 2:
Reproducible Radiomic Features per Radiomic Feature Category for Changes in One Single Technical Parameter While the Other Technical Parameters Were Kept Constant
Feature | All Radiomic Features (n = 106) | Intensity Radiomic Features (n = 17) | Shape Radiomic Features (n = 16) | Texture Radiomic Features (n = 73) | Mean Attenuation* | Maximum Axial Diameter* | Volume* |
---|---|---|---|---|---|---|---|
| |||||||
Radiation dose level | 22 (20.8) | 2 (11.8) | 16 (100) | 4 (5.5) | 0 | 1 (100) | 1 (100) |
Reconstruction algorithm | 42 (39.6) | 9 (52.9) | 16 (100) | 17 (23.3) | 1 (100) | 1 (100) | 1 (100) |
Reconstruction kernel | 56 (52.8) | 15 (88.2) | 16 (100) | 25 (34.2) | 1 (100) | 1 (100) | 1 (100) |
Section thickness | 13 (12.3) | 1 (5.9) | 8 (50) | 4 (5.5) | 0 | 1 (100) | 1 (100) |
Note.—Categorical variables are summarized as frequencies and percentages (in parentheses) from total of radiomic features. Reproducible radiomic features were defined as those with R2 > 0.95.
Parameters used in current response assessment criteria.