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. 2024 Jul 25;11:67. doi: 10.1186/s40658-024-00670-y

Table 2.

Quantitative comparison of the proposed model and the state-of-the-art. CBAM named the model to which CBAM was applied just before each pooling in U-Net. Except for the proposed method, other networks applied instance normalization

DSC HD Precision Recall
CE-Net 0.664Inline graphic0.314 20.483Inline graphic21.176 0.691Inline graphic0.315 0.728Inline graphic0.346
CBAM 0.671Inline graphic0.298 20.961Inline graphic22.387 0.709Inline graphic0.274 0.755Inline graphic0.329
U-Net 0.672Inline graphic0.308 17.832Inline graphic21.422 0.722Inline graphic0.323 0.702Inline graphic0.332
CA-Net 0.672Inline graphic0.336 13.288 Inline graphic 17.229 0.737Inline graphic0.216 0.683Inline graphic0.353
MSAM 0.703Inline graphic0.291 14.384Inline graphic18.470 0.742Inline graphic0.287 0.742Inline graphic0.302
Attention U-Net 0.718Inline graphic0.250 15.538Inline graphic17.604 0.733Inline graphic0.275 0.764Inline graphic0.252
Proposed 0.731 Inline graphic 0.228 13.393Inline graphic15.813 0.756 Inline graphic 0.257 0.768 Inline graphic 0.236