Table 1 Comparison of ANLJA prediction models concerning validity.
From: Automatic measurement of fetal anterior neck lower jaw angle in nuchal translucency scans
Models | Total group | Normal posture group | Hyperextension group | ||||||
|---|---|---|---|---|---|---|---|---|---|
RMSE (°) | EVA (%) | MAPE (%) | RMSE (°) | EVA (%) | MAPE (%) | RMSE (°) | EVA (%) | MAPE (%) | |
Proposed algorithm | 5.21 | 93.43 | 10.85 | 6.88 | 78.37 | 13.89 | 4.50 | 79.62 | 7.89 |
ResNet-34 | 7.92 | 86.57 | 14.14 | 8.62 | 65.19 | 16.53 | 5.11 | 74.31 | 10.54 |
ResNet-50 | 8.68 | 83.63 | 16.88 | 9.77 | 48.55 | 19.29 | 6.89 | 59.14 | 12.48 |
Inception-v3 | 7.27 | 88.91 | 18.36 | 7.79 | 71.67 | 17.74 | 7.23 | 48.75 | 15.40 |
Vgg-16 | 11.54 | 75.72 | 23.73 | 13.21 | 26.41 | 26.17 | 10.42 | 42.61 | 20.51 |
