Table 3.
Subtype | Feature | 3D CT | 4D CT | 3D PET | 4D PET |
---|---|---|---|---|---|
Shape | Volume | ✓ | ✓ | ✓ | ✓ |
Surface area | ✓ | ✓ | ✓ | ||
Surface area/volume | ✓ | ✓ | ✓ | ✓ | |
Sphericity | ✓ | ✓ | ✓ | ||
Compactness | ✓ | ✓ | ✓ | ✓ | |
Spherical disproportion | ✓ | ✓ | ✓ | ✓ | |
Long axis | ✓ | ✓ | ✓ | ✓ | |
Short axis | ✓ | ✓ | ✓ | ||
Eccentricity | ✓ | ✓ | |||
Convexity | ✓ | ✓ | ✓ | ✓ | |
Intensity | Minimum intensity | ✓ | ✓ | ✓ | ✓ |
Maximum intensity | ✓ | ✓ | ✓ | ||
Peak intensity | ✓ | ✓ | ✓ | ✓ | |
Mean intensity | ✓ | ✓ | ✓ | ✓ | |
Standard deviation | ✓ | ✓ | |||
Coefficient of variation | ✓ | ✓ | |||
TGV (Total Summed Intensity) | ✓ | ✓ | ✓ | ✓ | |
RMS | ✓ | ✓ | ✓ | ✓ | |
I30 | ✓ | ✓ | ✓ | ✓ | |
I10-I90 | ✓ | ✓ | |||
V10-V90 | ✓ | ✓ | ✓ | ||
First-order energy | ✓ | ✓ | ✓ | ||
First-order entropy | ✓ | ✓ | ✓ | ✓ | |
First-order contrast | ✓ | ✓ | ✓ | ||
First-order local homogeneity | ✓ | ✓ | |||
Histogram entropy | ✓ | ✓ | ✓ | ||
Uniformity | ✓ | ✓ | |||
GLCM | Homogeneity | ✓ | ✓ | ||
Second-order entropy | ✓ | ✓ | |||
Dissimilarity | ✓ | ✓ | |||
Co-occurrence mean | ✓ | ✓ | ✓ | ||
Inverse difference moment | ✓ | ✓ | ✓ | ✓ | |
Inverse difference | ✓ | ✓ | ✓ | ✓ | |
Sum average | ✓ | ✓ | ✓ | ||
Sum entropy | ✓ | ✓ | |||
Difference average | ✓ | ✓ | |||
Difference variance | ✓ | ✓ | |||
Difference entropy | ✓ | ✓ | |||
Info correlation 1 | ✓ | ✓ | |||
Info correlation 2 | ✓ | ✓ | |||
RLM | SRE | ✓ | ✓ | ✓ | ✓ |
LRE | ✓ | ✓ | ✓ | ||
HGRE | ✓ | ||||
SRHGE | ✓ | ||||
LRHGE | |||||
GLNU | ✓ | ✓ | |||
RLNU | ✓ | ✓ | |||
RPC | ✓ | ✓ | ✓ | ✓ | |
GLSZM | ZP | ✓ | ✓ |
Abbreviations: CT, computed tomography; 3D, 3-dimensional; 4D, 4-dimensional; GLCM, gray-level co-occurrence matrix; GLNU, gray level nonuniformity; GLSZM, gray-level size zone matrix; HGRE, high gray-level run emphasis; LRE, long-run emphasis; LRHGE, long-run high gray-level emphasis; PET, positron emission tomography; RLM, run length matrix; RLNU, run length nonuniformity; RMS, root mean square; RPC, run percentage; SRE, short run emphasis; SRHGE, short-run high gray-level emphasis; ZP, zone percentage.