Table 2 Ablation study of the proposed method on the UHB dataset.
Components | Metrics | |||||
|---|---|---|---|---|---|---|
T1 | FLAIR | Histogram | Positional Guidance | R@5 | R@10 | Dice |
\(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 0.301 | 0.726 | 0.244 | |
\(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 0.527 | 0.925 | 0.144 | |
\(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 0.726 | 0.856 | 0.290 | |
\(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 0.856 | 0.952 | 0.245 |