Title | ||
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Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching |
Abstract | ||
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Deformable medical image registration estimates corresponding deformation to align the regions of interest (ROIs) of two images to a same spatial coordinate system. However, recent unsupervised registration models only have correspondence ability without perception, making misalignment on blurred anatomies and distortion on task-unconcerned backgrounds. Label-constrained (LC) registration models e... |
Year | DOI | Venue |
---|---|---|
2022 | 10.1109/JBHI.2021.3095409 | IEEE Journal of Biomedical and Health Informatics |
Keywords | DocType | Volume |
Biomedical imaging,Education,Online services,Distortion,Task analysis,Image registration,Strain | Journal | 26 |
Issue | ISSN | Citations |
3 | 2168-2194 | 1 |
PageRank | References | Authors |
0.35 | 29 | 9 |
Name | Order | Citations | PageRank |
---|---|---|---|
Yuting He | 1 | 5 | 4.45 |
Tiantian Li | 2 | 1 | 0.35 |
Rongjun Ge | 3 | 15 | 5.09 |
Jian Yang | 4 | 283 | 48.62 |
Youyong Kong | 5 | 96 | 15.23 |
Jianguo Zhu | 6 | 25 | 22.05 |
Huazhong Shu | 7 | 940 | 90.05 |
Guanyu Yang | 8 | 27 | 13.48 |
Shuo Li | 9 | 887 | 72.47 |