Table 3.
Performance of DL models for ROI detection and segmentation.
| ROI Class | AP | DSC | HD (mm) | |
|---|---|---|---|---|
| Left side | Femoral shaft | 1.00 | 0.97 | 5.93 ± 56 |
| Tibial shaft | 1.00 | 0.97 | 4.12 ± 3.05 | |
| Femoral head | 0.99 | 0.97 | 6.16 ± 2.13 | |
| Knee joint | 0.99 | 0.97 | 6.91 ± 3.03 | |
| Ankle | 0.99 | 0.98 | 5.90 ± 2.23 | |
| Right side | Femoral shaft | 1.00 | 0.97 | 5.83 ± 2.85 |
| Tibial shaft | 1.00 | 0.97 | 4.73 ± 3.56 | |
| Femoral head | 0.98 | 0.98 | 7.21 ± 3.88 | |
| Knee joint | 0.99 | 0.97 | 7.37 ± 3.72 | |
| Ankle | 0.99 | 0.97 | 6.58 ± 3.76 | |
| Mean of the 10 ROIs’ average precision | 0.99 | – | – | |
| Mean of the 10 ROIs’ DSCs | – | 0.97 | – | |