Research Article
[Retracted] Optimized IANSegNet: Deep Segmentation for the Detection of Inferior Alveolar Nerve Canal
Table 2
Performance comparison of IANSegNet with diverse loss functions.
| Loss | Postprocessing | Dice (%) | Sensitivity (%) | Hausdorff (mm) | DP | VV | PM | DP | PM | VV | DP | PM | VV |
| Cross-entropy | Yes | 79.88 | 84.60 | 91.12 | 82.32 | 90.66 | 84.75 | 2.87 | 4.46 | 7.27 | Dice | Yes | 81.21 | 86.11 | 90.71 | 82.25 | 91.33 | 84.66 | 2.88 | 3.92 | 6.75 | Fusion | Yes | 83.59 | 92.18 | 88.70 | 85.20 | 91.39 | 85.59 | 2.51 | 3.71 | 6.60 | Cross-entropy | No | 75.49 | 84.18 | 91.12 | 81.57 | 90.66 | 82.61 | 3.69 | 4.46 | 7.27 | Dice | No | 79.05 | 85.80 | 90.71 | 82.33 | 91.33 | 83.33 | 2.87 | 3.92 | 6.80 | Fusion | No | 77.58 | 85.85 | 91.21 | 84.89 | 91.39 | 82.77 | 3.80 | 3.88 | 6.90 |
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