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. Author manuscript; available in PMC: 2022 Aug 20.
Published in final edited form as: Acad Radiol. 2018 May 10;26(2):202–209. doi: 10.1016/j.acra.2018.04.019
Image Feature Description
Size
Volume (mm3) Volume of lesion
Effective greatest dimension (mm) Greatest dimension of a sphere with the same volume as the lesion
Surface area(mm2) Lesion surface area
Maximum linear size(mm) Maximum distance between any two voxels in the lesion
Shape
Sphericity Similarity of the lesion shape to a sphere
Irregularity Deviation of the lesion surface from the surface of a sphere
Surface area-to-volume ratio(1/mm) Ratio of surface area to volume
Morphology
Margin sharpness Mean of the image gradient at the lesion margin
Variance of margin sharpness Variance of the image gradient at the lesion margin
Variance of radial gradient histogram Degree to which the enhancement structure extends in a radial pattern originating from the center of the lesion
Enhancement texture
Angular second moment(energy) Image homogeneity
Contrast Location image variations
Correlation Image linearity
Entropy Randomness of the gray levels
Sum of squares(variance) Spread in the gray-level distribution
Difference entropy Randomness of the difference of neighboring voxels’ gray levels
Difference variance Variations of difference of gray levels between voxel pairs
Inverse difference moment Image homogeneity
Sum average Overall brightness
Sum entropy Randomness of the sum of gray levels of neighboring voxels
Sum variance Spread in the sum of the gray levels of voxel-pair distribution
Information measure of correlation 1 Nonlinear gray-level dependence
Information measure of correlation 2 Nonlinear gray-level dependence
Maximum correlation coefficient Nonlinear gray-level dependence
Kinetic curve assessment
Maximum enhancement Maximum contrast enhancement
Time to peak(s) Time at which the maximum enhancement occurs
Uptake rate(1/s) Uptake speed of the contrast enhancement
Washout rate(1/s) Washout speed of the contrast enhancement
Curve-shape index Difference between late and early enhancements
Enhancement at first postcontrast time point Enhancement at first postcontrast time point
Signal-to-enhancement ratio Ratio of the initial enhancement to the overall enhancement
Volume of most enhancing voxels(mm3) Volume of the most enhancing voxels
Total rate variation(1/s2) How rapidly the contrast will enter and exit from the lesion
Normalized total rate variation(1/s2) How rapidly the contrast will enter and exit from the lesion
Enhancement-variance kinetics
Maximum variance of enhancement Maximum spatial variance of contrast enhancement over time
Time to peak at maximum variance(s) Time at which the maximum variance occurs
Enhancement-variance increasing rate(1/s) Rate of increase of the enhancement variance during uptake
Enhancement-variance decreasing rate(1/s) Rate of decrease of the enhancement variance during washout