Table 2.
Automatic segmentation accuracy metrics for U-net related models
| Evaluation metrics | ||||||
|---|---|---|---|---|---|---|
| Models | JSC (95%CI) | DSC (95%CI) | ASD (95%CI) | |||
| U-net | 0.80 | 0.78 ~ 0.81 | 0.88 | 0.87 ~ 0.89 | 5.85 | 5.20 ~ 6.49 |
| CE-net | 0.82 | 0.80 ~ 0.83 | 0.89 | 0.88 ~ 0.91 | 5.36 | 4.70 ~ 6.02 |
| Attention U-net | 0.80 | 0.79 ~ 0.82 | 0.88 | 0.87 ~ 0.90 | 5.71 | 5.05 ~ 6.37 |
| U-net with ResNet | 0.82 | 0.80 ~ 0.84 | 0.90 | 0.88 ~ 0.91 | 5.98 | 4.50 ~ 7.45 |
JSC, Jaccard similarity coefficient; DSC, Dice similarity coefficient; ASD, average surface distance