Table 1 Result of standard deep learning models evaluation
From: Multi Region-Based Feature Connected Layer (RB-FCL) of deep learning models for bone age assessment
Dataset | InceptionV3-std | DenseNet121-std | InceptionResNetV2-std | ||||||
|---|---|---|---|---|---|---|---|---|---|
MAE | RMSE | MAPE% | MAE | RMSE | MAPE% | MAE | RMSE | MAPE% | |
Digital hand atlas | 9.41 | 11.83 | 10.17 | 11.76 | 14.94 | 12.64 | 12.71 | 16.63 | 15.32 |
RSNA | 10.89 | 15.07 | 12.62 | 12.87 | 16.24 | 14.71 | 12.11 | 15.68 | 12.25 |