Research Article
Fully Automated Bone Age Assessment on Large-Scale Hand X-Ray Dataset
Table 2
Performance of different regression methods on different transferred data.
| Model | Sex | Inception-V3 | Xception | Inception-ResNet-V2 | MAE | RMSE | CCC | MAE | RMSE | CCC | MAE | RMSE | CCC |
| SVR (linear) | All | 16.4688 | 21.1794 | 0.7139 | 15.6739 | 20.3728 | 0.7029 | 14.2175 | 18.0785 | 0.7143 | Male | 12.8732 | 17.7263 | 0.5987 | 11.9983 | 13.2222 | 0.6319 | 11.7378 | 14.8372 | 0.6417 | Female | 13.2739 | 17.9381 | 0.6163 | 13.6930 | 14.8271 | 0.6184 | 13.0116 | 17.3823 | 0.6371 |
| KRR (linear) | All | 15.1232 | 18.2813 | 0.7004 | 15.2830 | 17.7362 | 0.7793 | 13.9381 | 14.8373 | 0.7293 | Male | 13.0293 | 14.2521 | 0.6313 | 12.2321 | 14.9382 | 0.6098 | 11.9283 | 12.8231 | 0.6563 | Female | 14.7421 | 19.0855 | 0.6277 | 13.3361 | 17.3211 | 0.6176 | 12.7744 | 11.9321 | 0.6473 |
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