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Effect of different loss function on loss ad DSC score of the proposed CXRAU-Net model.
| Loss functions | Training set |
Testing set |
||
|---|---|---|---|---|
| Loss | DSC | Loss | DSC | |
| Hybrid loss | 0.0892 | 0.9510 | 0.1340 | 0.9407 |
| Dice loss | 2.7278 | 0.8586 | 2.4995 | 0.8581 |
| Tversky loss | 2.8798 | 0.8305 | 2.5568 | 0.8241 |
| CE loss | 0.1084 | 0.8827 | 0.0998 | 0.8912 |
