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Influence of various weighting among all the output layer losses on the segmentation accuracy. Bold fonts indicate the best result.
| DSC | H95 (mm) | AVD (%) | Recall | F1 | |
|---|---|---|---|---|---|
|
| |||||
| Original + HF (all 0.2) | 0.8139±0.0878 | 5.0383±4.3894 | 15.893±24.845 | 0.7725±0.1033 | 0.7575±0.0903 |
| Original + HF (1/15 → 5/15) | 0.8095±0.0952 | 5.4751±4.9443 | 17.890±29.337 | 0.7707±0.1055 | 0.7523±0.0956 |
| Original + HF(5/15 → 1/15) | 0.8093±0.0912 | 6.1427±5.7800 | 16.709±18.847 | 0.7496±0.1020 | 0.7595±0.0746 |
