Table 7.
Average symmetric surface distance (mm) and standard deviation (in parentheses) of the proposed method and the fully-supervised method (FS-model) trained with ground truth labels.
Test set | Method | Mandible | Parotid-R | Parotid-L | Submand-R | Submand-L |
---|---|---|---|---|---|---|
TCIA | DIR-majority-vote | 0.43 (±0.15) | 2.45 (±0.90) | 2.34 (±0.82) | 2.85 (±0.89) | 2.71 (±1.13) |
FS-model | 0.40 (±0.08) | 2.56 (±1.33) | 2.49 (±1.21) | 2.39 (±0.78) | 1.86 (±0.61) | |
Ours(N10M50) | 0.40 (±0.14) | 2.11 (±0.77) | 2.15 (±0.82) | 2.30 (±0.59) | 2.20 (±1.04) | |
UTSW | DIR-majority-vote | 0.83 (±0.23) | 3.33 (±0.86) | 3.48 (±1.35) | 7.71 (±8.49) | 3.10 (±0.93) |
FS-model | 0.77 (±0.32) | 2.79 (±0.97) | 2.25 (±0.44) | 7.85 (±9.52) | 2.91 (±1.25) | |
Ours(N10M50) | 0.74 (±0.26) | 2.77 (±0.95) | 2.47 (±0.75) | 6.76 (±7.57) | 2.63 (±1.12) | |
PDDCA | DIR-majority-vote | 0.44 (±0.15) | 2.03 (±0.97) | 2.05 (±0.60) | 2.38 (±1.06) | 2.14 (±0.74) |
FS-model | 0.45 (±0.10) | 1.99 (±1.01) | 1.95 (±0.53) | 2.01 (±0.58) | 1.98 (±0.56) | |
Ours(N10M50) | 0.44 (±0.13) | 1.87 (±0.85) | 1.92 (±0.46) | 2.14 (±0.74) | 2.03 (±0.72) |