TABLE XI. Comparison Between the Proposed Anam-Net and UNet in Terms of Parameter Sensitivity. The Parameters (
) of the Trained Models (From Experiment 1) Were Perturbed by 
. Note That These Results Are Averaged Over 704 Chest CT Images (All Test Cases) From Experiment 1.
Perturbation 
|
Anam-Net (Average Dice Score) | UNet (Average Dice Score) |
|---|---|---|
| −0.1 | 0.193 | 0.136 |
| −0.01 | 0.414 | 0.387 |
| −0.001 | 0.859 | 0.776 |
| 0.0 | 0.863 | 0.775 |
| 0.001 | 0.846 | 0.769 |
| 0.01 | 0.324 | 0.445 |
| 0.1 | 0.172 | 0.095 |