Table 6.
Multivariate generalized linear analysis of COVID-19 classification using lung regions from the manually annotated ground truth. An asterisk indicates that the feature was selected in both experiments using lung regions from our SP-V-Net segmentation and the ground truth. OR, odds ratio.
| Variable Type | Variables | p-value | OR |
|---|---|---|---|
| GLSZM | Size Zone Non Uniformity Normalized | 0.000 | 2.245e+06 |
| Size Zone Non Uniformity* | 0.487 | 1.000 | |
| Small Area High Gray Level Emphasis | 0.005 | 0.999 | |
| Large Area High Gray Level Emphasis* | 0.000 | 1.000 | |
| First order | Median* | 0.000 | 1.003 |
| Range* | 0.734 | 0.999 | |
| 90Percentile* | 0.227 | 1.000 | |
| GLDM | Small Dependence Low Gray Level Emphasis* | 0.658 | 0.000 |
| Large Dependence High Gray Level Emphasis* | 0.001 | 1.000 |