Table 4.
The performance of the developed network and other six segmentation networks on the additional testing dataset.
| Method | Dice Mean ± SD |
IOU Mean ± SD |
SSIM Mean ± SD |
HD Mean ± SD |
|---|---|---|---|---|
|
| ||||
| U-Net | 0.9852 ± 0.0311 | 0.9722 ± 0.0427 | 0.9511 ± 0.0258 | 4.2416 ± 1.0680 |
| AT-Net | 0.9885 ± 0.0099 | 0.9774 ± 0.0178 | 0.9545 ± 0.0134 | 4.3027 ± 0.9369 |
| AS-Net | 0.9888 ± 0.0099 | 0.9780 ± 0.0175 | 0.9559 ± 0.0137 | 4.4049 ± 0.8667 |
| BiO-Net | 0.9882 ± 0.0118 | 0.9768 ± 0.0208 | 0.9551 ± 0.0152 | 4.1252 ± 0.8020 |
| BG-CNN | 0.9851 ± 0.0224 | 0.9715 ± 0.0345 | 0.9507 ± 0.0249 | 4.0039 ± 0.8750 |
| DeepLabv3 | 0.9844 ± 0.0270 | 0.9704 ± 0.0400 | 0.9484 ± 0.0287 | 4.7183 ± 1.3477 |
| TAU-Net | 0.9863 ± 0.0150 | 0.9733 ± 0.0253 | 0.9511 ± 0.0174 | 3.9812 ± 0.7955 |