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. Author manuscript; available in PMC: 2023 Nov 1.
Published in final edited form as: Med Image Anal. 2022 Sep 10;82:102612. doi: 10.1016/j.media.2022.102612

Table 5.

Performance comparison between the proposed network, Voxelmorph (Unet)(Balakrishnan et al., 2019), and ablation study on Learn2Reg 2021 CT-MR deformable registration dataset. Initial DICE=0.310.

Method Registered DICE SDlogJ #Parameters
Voxelmorph (Unet) (Balakrishnan et al., 2019) 0.752 0.15 880,451
Attention-Reg-Deform w/o attention module 0.758 0.56 696,035
Attention-Reg-Deform 0.804 0.71 696,611