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. Author manuscript; available in PMC: 2024 Feb 12.
Published in final edited form as: Radiology. 2019 Oct 1;293(3):583–591. doi: 10.1148/radiol.2019190928

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.