Table 3.
The list of selected features and the corresponding μ and σ coefficients of the trained deep-integrated model.
| AD | Non-AD | |||
|---|---|---|---|---|
| Selected features | μ | σ | μ | σ |
| DL score | 0.860 | 0.023 | 0.268 | 0.029 |
| Least axis length | −0.300 | 0.827 | 0.444 | 0.927 |
| Major axis length | −0.332 | 0.862 | 0.493 | 0.798 |
| Maximum 2D diameter column | −0.268 | 0.838 | 0.397 | 0.977 |
| Maximum 2D diameter row | −0.318 | 0.863 | 0.472 | 0.830 |
| Maximum 2D diameter slice | −0.314 | 0.918 | 0.465 | 0.759 |
| Maximum 3D diameter | −0.329 | 0.853 | 0.488 | 0.819 |
| Mesh volume | −0.363 | 0.626 | 0.538 | 1.069 |
| Minor axis length | −0.344 | 0.925 | 0.509 | 0.677 |
| Sphericity | 0.195 | 0.750 | −0.289 | 1.230 |
| Surface area | −0.330 | 0.446 | 0.489 | 1.421 |
| Voxel volume | −0.363 | 0.626 | 0.538 | 1.069 |
| AC > 4 mm | 0.822 | 0.146 | 0.591 | 0.242 |
| DC > 4 mm | 0.822 | 0.146 | 0.591 | 0.242 |
| AC > 5 mm | 0.822 | 0.146 | 0.591 | 0.242 |
| DC > 5 mm | 0.822 | 0.146 | 0.591 | 0.242 |