Table 2:
Texture Parameter | Benign Nodes (n = 9) |
Malignant Nodes (n = 13) |
P Valuea | Cutoff | AUCb (GLIMMROC) | ||
---|---|---|---|---|---|---|---|
Mean | SD | Mean | SD | ||||
Node characteristics | |||||||
Size (cm) | 1.400 | 0.300 | 1.892 | 0.690 | .024 | <2.0 | 0.752 |
Volume (cm3) | 0.547 | 0.363 | 2.535 | 2.218 | .007 | >0.76 | 0.889 |
SUVmax | 5.111 | 1.610 | 8.562 | 3.886 | .042 | >5.5 | 0.803 |
Histogram | |||||||
Mean | 624.4 | 74.6 | 735.3 | 75.2 | .017 | >683.3 | 0.872 |
Median | 774.0 | 217.9 | 1013.1 | 71.2 | .018 | >877.8 | 0.872 |
Second SD | 93.76 | 28.70 | 59.85 | 19.19 | .017 | <76.3 | 0.872 |
Range | 273.7 | 82.9 | 175.4 | 54.5 | .017 | <232.7 | 0.863 |
Geometric mean | 199.6 | 44.7 | 272.8 | 63.8 | .032 | >237.3 | 0.829 |
SD 5 | 81.9 | 29.4 | 16.8 | 19.2 | .018 | <62.89 | 0.872 |
SD 9 | 99.7 | 49.3 | 19.5 | 17.3 | .017 | <63.16 | 0.889 |
GLCM | |||||||
Contrast | 113.1 | 20.2 | 84.1 | 16.9 | .009 | <97.7 | 0.889 |
Energy | 0.036 | 0.019 | 0.081 | 0.047 | .025 | >0.047 | 0.812 |
Homogeneity | 0.451 | 0.065 | 0.542 | 0.069 | .020 | >0.498 | 0.821 |
GLRL | |||||||
SRE | 0.177 | 0.007 | 0.157 | 0.009 | <.001 | <0.164 | 0.966c |
LRE | 0.197 | 0.010 | 0.173 | 0.012 | .001 | <0.186 | 0.957 |
GLN | 0.183 | 0.009 | 0.160 | 0.011 | .001 | <0.172 | 0.949 |
RLN | 0.196 | 0.010 | 0.173 | 0.012 | .002 | <0.184 | 0.932 |
LRHGE | 224.6 | 51.8 | 300.0 | 68.7 | .035 | >261.8 | 0.863 |
Note:—GLIMMROC indicates generalized linear mixed model receiver operating characteristic.
Indicates a significant difference by the mixed linear regression model (Proc MIXED) to adjust the variance-covariance matrix among multiple values recorded for each patient (P < .05).
Using the generalized linear mixed model (GLIMMROC).
The highest AUC among 41 texture features.