Table 3.
The performance of the developed network and other six segmentation networks on the collected dataset.
| Method | Dice Mean ± SD |
IOU Mean ± SD |
SSIM Mean ± SD |
HD Mean ± SD |
|---|---|---|---|---|
|
| ||||
| U-Net | 0.9386 ± 0.1362 | 0.9037 ± 0.1541 | 0.9509 ± 0.0257 | 5.4431 ± 1.7071 |
| AT-Net | 0.9437 ± 0.1266 | 0.9103 ± 0.1444 | 0.9529 ± 0.0242 | 5.3439 ± 1.6841 |
| AS-Net | 0.9424 ± 0.1262 | 0.9080 ± 0.1445 | 0.9512 ± 0.0251 | 5.4698 ± 1.7321 |
| BiO-Net | 0.9431 ± 0.1222 | 0.9083 ± 0.1424 | 0.9516 ± 0.0234 | 5.3817 ± 1.6866 |
| BG-CNN | 0.9433 ± 0.1212 | 0.9083 ± 0.1399 | 0.9513 ± 0.0237 | 5.4477 ± 1.6933 |
| DeepLabv3 | 0.9379 ± 0.1214 | 0.8991 ± 0.1435 | 0.9464 ± 0.0261 | 5.6707 ± 1.7150 |
| TAU-Net | 0.9448 ± 0.1189 | 0.9105 ± 0.1381 | 0.9521 ± 0.0225 | 5.4304 ± 1.6943 |