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. 2021 Oct 15;21:283. doi: 10.1186/s12911-021-01649-w

Table 2.

Segmentation results of ablation methods on the test set

Method DSC [%] IOU [%] Precision [%] Recall [%]
UNet 89.23 ± 4.98 80.93 ± 8.12 92.97 ± 3.87 86.49 ± 9.59
UNet + MSRB 97.10 ± 1.02 94.38 ± 1.91 95.76 ± 1.83 98.52 ± 1.51
UNet + AASPP 96.83 ± 2.35 93.95 ± 4.09 96.21 ± 2.81 97.59 ± 3.55
UNet + RASM 97.13 ± 1.07 94.45 ± 1.98 95.60 ± 2.16 98.75 ± 1.18
MSA-UNet 98.00 ± 0.38 96.08 ± 0.74 97.17 ± 0.85 98.85 ± 0.70

The best performance evaluation metrics are in bold