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Performance comparison between the proposed method and conventional iterative registration methods with DINO optimizer(Haskins et al., 2019). SRE values are in mm.
| Method | Initialization | Result SRE (mm) |
|---|---|---|
| Mutual Information(Maes et al., 1997) | 8mm | 9.24±3.89 |
| MIND-SSC(Heinrich et al., 2012) | 6.39±2.93 | |
| Attention-Reg | 3.63±1.86 | |
| Mutual Information(Maes et al., 1997) | 16mm | 12.9±5.36 |
| MIND-SSC (Heinrich et al., 2012) | 8.64±3.64 | |
| Attention-Reg | 4.06±2.10 |
