Table 2.
(Test set) Mean DICE, Hausdorff distance (HD), and average symmetric surface distance (ASSD) for each method. r denotes vessel radius (cm)
DICE | HD (cm) | ASSD (cm) | |||||||
---|---|---|---|---|---|---|---|---|---|
r > 0.55 | r ≤ 0.55 | r > 0.55 | r ≤ 0.55 | r > 0.55 | r ≤ 0.55 | ||||
I2I | 0.53 | 0.91 | 0.50 | 0.32 | 0.23 | 0.32 | 0.17 | 0.07 | 0.17 |
I2I-B | 0.45 | 0.88 | 0.42 | 0.51 | 0.36 | 0.52 | 0.24 | 0.11 | 0.25 |
I2I-M | 0.58 | 0.91 | 0.56 | 0.30 | 0.26 | 0.31 | 0.13 | 0.07 | 0.13 |
UNet | 0.52 | 0.81 | 0.50 | 0.34 | 0.51 | 0.32 | 0.18 | 0.17 | 0.18 |
UNet-B | 0.36 | 0.81 | 0.33 | 0.70 | 0.46 | 0.72 | 0.40 | 0.16 | 0.42 |
UNet-M | 0.58 | 0.92 | 0.56 | 0.31 | 0.24 | 0.31 | 0.13 | 0.07 | 0.13 |
DeepLab | 0.51 | 0.88 | 0.48 | 0.43 | 0.38 | 0.43 | 0.19 | 0.10 | 0.19 |
DeepLab-B | 0.49 | 0.89 | 0.46 | 0.48 | 0.32 | 0.49 | 0.23 | 0.10 | 0.24 |
DeepLab-M | 0.59 | 0.91 | 0.57 | 0.25 | 0.26 | 0.25 | 0.12 | 0.08 | 0.12 |
Threshold | 0.46 | 0.86 | 0.43 | 0.71 | 0.48 | 0.72 | 0.22 | 0.12 | 0.22 |
DRLS | 0.43 | 0.85 | 0.40 | 0.78 | 0.47 | 0.80 | 0.28 | 0.12 | 0.29 |