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TableĀ 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