TABLE 2. Performance of the Network With Different Blocks.
| Blocks | COVID-19 Lesion | Lung Segmentation | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UNet4 | CAB | CEB | PSB | FV | ASPP | ResASPP | ESP | PASPP | Dice | Sensitive | Precision | Dice | Sensitive | Precision |
| ✓ | 0.658 | 0.670 | 0.651 | 0.959 | 0.956 | 0.951 | ||||||||
| ✓ | ✓ | 0.675 | 0.683 | 0.665 | 0.960 | 0.954 | 0.956 | |||||||
| ✓ | ✓ | 0.682 | 0.692 | 0.674 | 0.966 | 0.961 | 0.970 | |||||||
| ✓ | ✓ | 0.684 | 0.695 | 0.677 | 0.962 | 0.963 | 0.969 | |||||||
| ✓ | ✓ | 0.708 | 0.729 | 0.704 | 0.975 | 0.970 | 0.981 | |||||||
| ✓ | ✓ | 0.660 | 0.677 | 0.663 | 0.959 | 0.960 | 0.962 | |||||||
| ✓ | ✓ | 0.663 | 0.684 | 0.672 | 0.968 | 0.965 | 0.971 | |||||||
| ✓ | ✓ | 0.679 | 0.701 | 0.681 | 0.977 | 0.973 | 0.975 | |||||||
| ✓ | ✓ | 0.711 | 0.732 | 0.707 | 0.980 | 0.982 | 0.983 | |||||||
| ✓ | ✓ | ✓ | 0.726 | 0.751 | 0.726 | 0.987 | 0.986 | 0.990 | ||||||