Table 4.
Multivariate models for methoda,b
| Features | Coefficient | P value | VIF | |
|---|---|---|---|---|
| First-order model | 90 keV mean | 0.029 | 0.006 | 1.207 |
| R 2 = 0.55 | Iodine–calcium min | −0.017 | 0.04 | 1.080 |
| R 2 (adjusted) = 0.39 | BMI | 0.019 | 0.005 | 1.144 |
| Second-order model | 90 keV mean | 0.024 | 0.008 | 1.269 |
| R 2 = 0.68 | Iodine–calcium min | −0.025 | 0.01 | 1.944 |
| R 2 (adjusted) = 0.57 | Iodine–calcium max | 0.024 | 0.01 | 2.912 |
| Iodine–water SD | −0.116 | 0.047 | 4.812 | |
| Calcium–iodine max ^2 | 0.00185 | 0.01 | 1.582 | |
| 90 keV mean ^2 | 0.0016243 | 0.01 | 1.079 | |
| Second-order model with interactions | 90 keV mean | 0.0263 | 0.001 | 1.38 |
| R 2 = 0.82 | Iodine–calcium min | −0.0142 | 0.02 | 1.30 |
| R 2 (adjusted) = 0.75 | Iodine–calcium max | 0.0107 | 0.04 | 1.63 |
| Weight | 0.0100 | 0.047 | 1.70 | |
| Calcium–iodine max × weight | 0.00162 | 0.001 | 1.38 | |
| 90 keV mean × iodine–calcium min | 0.00147 | 0.02 | 1.20 | |
| Iodine–calcium max ^2 | −0.000605 | 0.02 | 1.51 |
The significant value p <0.05
BMI body mass index, max maximum, min minimum, VIF variance inflation factor
aPairs of substances represent the use of proprietary software designed to separate a pair of substances. For example, the iodine–calcium min is the lowest value pixel (minimum) on an image designed to separate iodine from calcium. On such an image, iodine will have higher values and calcium will have lower values. Conversely, on the calcium–iodine images, calcium will have higher values and iodine will have lower values. “Effective Z” refers to an image where the value is an estimate of the effective atomic number (Z); on these images, iodine will be higher than calcium, which will, in turn, be higher than the hydrogen, oxygen, nitrogen, and carbon that make up most of human tissue
bVariables in italics are used in all three regression models