Table 1 Performance comparison of the proposed method with state-of-the-art models on the control dataset14,15,16. The results include the average Dice Similarity Coefficient (DSC) and the average 95th percentile of Hausdorff Distance (HD95) for both cortical (C) and trabecular (T) compartments.
Models | Avg DSC | DSC C | DSC T | Avg HD95 | HD95 C | HD95 T |
|---|---|---|---|---|---|---|
UNet | 0.9007 | 0.9049 | 0.8965 | 0.4129 | 0.4440 | 0.3818 |
Attention UNet | 0.9507 | 0.9629 | 0.9384 | 0.1931 | 0.2013 | 0.1850 |
UNETR | 0.9662 | 0.9832 | 0.9492 | 0.1131 | 0.1269 | 0.0992 |
SwinUNETR | 0.9735 | 0.9902 | 0.9569 | 0.0498 | 0.0153 | 0.0843 |
DBAHNet | 0.9841 | 0.9913 | 0.9769 | 0.0095 | 0.0080 | 0.0110 |