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Comparison of DUDA-Net and several existing works
| References | Years | Method | DSC | IoU | SEN | SPE |
|---|---|---|---|---|---|---|
| Zhou et al. [23] | 2020 | U-Net using an attention mechanism | 83.1% | – | 86.7% | 99.3% |
| Omar et al. [24] | 2020 | Region of interest extraction segmentation network | 78.6% | – | 71.1% | 99.3% |
| Qiu et al. [9] | 2020 | MiniSeg segmentation network | 77.28% | 82.12% | 83.62% | 97.42% |
| Ours | 2021 | DUDA-Net | 87.06% | 77.09% | 90.84% | 99.58% |
The bold figures in Table are the optimal performance
