Table 4 Model prediction accuracy within a given margin in different regions and dimensions (clinical test set)
From: Prediction of orthognathic surgery plan from 3D cephalometric analysis via deep learning
Variables | Error margin | Model accuracy(%) |
|---|---|---|
Maxi-sagittal | ± 1 mm | 51.02 |
± 2 mm | 93.88 | |
± 3 mm | 100 | |
Maxi-vertical | ± 1 mm | 55.10 |
± 2 mm | 89.79 | |
± 3 mm | 100 | |
Mandi-sagittal | ± 1 mm | 51.02 |
± 2 mm | 85.71 | |
± 3 mm | 93.88 | |
Mandi-vertical | ± 1 mm | 32.65 |
± 2 mm | 69.39 | |
± 3 mm | 97.96 | |
All outputs | ± 1 mm | 50.41 |
± 2 mm | 81.84 | |
± 3 mm | 94.89 |