Table 2 Results in test set and independent test set (Left adrenal gland | right adrenal gland)
From: A deep learning algorithm for automated adrenal gland segmentation on non-contrast CT images
Methods | DSC | HD (mm) | ASSD (mm) | Recall | Precision | |
|---|---|---|---|---|---|---|
Test set | 2D nnU-Net | 0.868 | 0.868 | 5.007 | 4.594 | 0.190 | 0.120 | 0.878 | 0.867 | 0.867 | 0.876 |
3D nnU-Net | 0.899 | 0.904 | 3.819 | 2.529 | 0.075 | 0.067 | 0.871 | 0.910 | 0.928 | 0.898 | |
Independent test set | 2D nnU-Net | 0.876 | 0.866 | 7.761 | 6.380 | 0.146 | 0.263 | 0.887 | 0.869 | 0.871 | 0.866 |
3D nnU-Net | 0.900 | 0.896 | 3.819 | 5.361 | 0.091 | 0.077 | 0.905 | 0.902 | 0.897 | 0.891 |