TABLE 3.
Mean Dice Scores From Leave-Study-Out Validations When Tested on Each Excluded Batch (Along With One Standard Deviation): Study 1 (n = 31), Study 2 (n = 35), Study 3 (n = 64), and Study 4 (n = 76)
Mean (Standard Deviation) Dice Scores from Leave-Study-Out Validations | ||||
---|---|---|---|---|
Structure | Model Trained With Study 1 Excluded | Model Trained With Study 2 Excluded | Model Trained With Study 3 Excluded | Model Trained With Study 4 Excluded |
Mandible | 0.79 (0.06) | 0.81 (0.04) | 0.82 (0.07) | 0.82 (0.07) |
Retropalatal airway | 0.63 (0.10) | 0.61 (0.10) | 0.63 (0.14) | 0.66 (0.12) |
Retroglossal airway | 0.74 (0.08) | 0.74 (0.07) | 0.73 (0.10) | 0.74 (0.09) |
Soft palate | 0.66 (0.09) | 0.65 (0.09) | 0.69 (0.13) | 0.67 (0.15) |
Tongue | 0.89 (0.02) | 0.88 (0.03) | 0.89 (0.04) | 0.89 (0.04) |
Other tongue | 0.69 (0.07) | 0.72 (0.06) | 0.69 (0.11) | 0.64 (0.13) |
Epiglottis | 0.60 (0.12) | 0.66 (0.09) | 0.61 (0.12) | 0.56 (0.12) |
Fat pads | 0.58 (0.07) | 0.59 (0.08) | 0.56 (0.14) | 0.58 (0.12) |
Retropalatal lateral walls | 0.70 (0.07) | 0.71 (0.07) | 0.72 (0.09) | 0.72 (0.10) |
Retroglossal lateral walls | 0.71 (0.07) | 0.70 (0.06) | 0.70 (0.10) | 0.70 (0.10) |
Overall | 0.70 (0.07) | 0.71 (0.07) | 0.70 (0.10) | 0.70 (0.10) |