Fig. 1. Diagram of registration network model

Fig. 2. Architecture of MAMReg-Net network

Fig. 3. Diagram of residual mixed attention

Fig. 4. Structure of Mask branching

Fig. 5. Non-Local module

Fig. 6. Images before and after preprocessing

Fig. 7. Image of 12 examples of anatomical structures

Fig. 8. Samples registration result from test images

Fig. 9. Color overlay images before and after registration

Fig. 10. Registration results using different methods

Fig. 11. Histogram of the average Dice score of the 12 anatomical structures on the test images

Fig. 12. Histogram of the average ASD score of the 12 anatomical structures on the test images

Fig. 13. Dice score boxplot of 12 anatomical structures in ablation experiment

Fig. 14. ASD score boxplot of 12 anatomical structures in ablation experiment