Table 2. Comparison of manual and automatic segmentation using AUPRC, AUPRC-Baseline, Dice, F2 Score, Accuracy, Recall, and Precision of the 5-fold cross-validation for the 5 skull structures segmentation.
Structure | AUPRC | AUPRC Baseline | Dice | F2 Score | Accuracy | Recall | Precision |
---|---|---|---|---|---|---|---|
Mandible | 0.926 ± 0.037 | 0.011 ± 0.003 | 0.962 ± 0.020 | 0.961 ± 0.026 | 0.9992 ± 0.0005 | 0.960 ± 0.031 | 0.965 ± 0.026 |
Maxilla | 0.738 ± 0.096 | 0.011 ± 0.003 | 0.853 ± 0.064 | 0.857 ± 0.061 | 0.996 ± 0.001 | 0.862 ± 0.073 | 0.855 ± 0.099 |
Cranial base | 0.642 ± 0.127 | 0.018 ± 0.006 | 0.788 ± 0.103 | 0.804 ± 0.109 | 0.992 ± 0.004 | 0.824 ± 0.099 | 0.774 ± 0.135 |
Cervical vertebra | 0.602 ± 0.145 | 0.008 ± 0.006 | 0.760 ± 0.113 | 0.723 ± 0.164 | 0.995 ± 0.004 | 0.704 ± 0.192 | 0.854 ± 0.033 |
Skin | 0.947 ± 0.035 | 0.425 ± 0.72 | 0.971 ± 0.018 | 0.982 ± 0.009 | 0.974 ± 0.018 | 0.989 ± 0.009 | 0.954 ± 0.037 |