Table 5.
Comparison between our model and the method of extending network depth (mean ± STD). The symbol ‘*’ indicates that there is a significant difference between our model and the compared model under the paired t test on the corresponding metric (p-value ≤ 0.05), and the values in parentheses refer to Cohen’s d values
| Models | DSC (%) | HD95 | MIoU (%) | MPA (%) |
|---|---|---|---|---|
| Test set of RTUI | ||||
| Our model | 75.84 ± 21.07 | 24.71 ± 22.76 | 71.56 ± 14.36 | 87.46 ± 11.62 |
| StackConv | 70.34 ± 24.66*(0.382) | 30.11 ± 22.82*(0.266) | 66.54 ± 14.02*(0.455) | 85.49 ± 13.68*(0.239) |
| External validation | ||||
| Our model | 80.49 ± 19.86 | 28.87 ± 29.13 | 76.01 ± 20.05 | 89.8 ± 10.47 |
| StackConv | 75.61 ± 23.04*(0.441) | 32.36 ± 27.62 | 70.59 ± 20.56*(0.558) | 87.85 ± 11.53*(0.316) |