TD-Net:unsupervised medical image registration network based on Transformer and CNN-Reference-Cited by-同舟云学术

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TD-Net:unsupervised medical image registration network based on Transformer and CNN

Published:2022-04-11 Issue:15 Volume:52 Page:18201-18209
ISSN:0924-669X
Container-title:Applied Intelligence
language:en
Short-container-title:Appl Intell

Author:

Song Lei,Liu Guixia,Ma Mingrui

Funder

National Natural Science Foundation of China

Science and Technology Development Program of Jilin Province

Natural Science Foundation of Jilin Province

Key Laboratory of Advanced Control and Optimization for Chemical Processes

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Link

https://link.springer.com/content/pdf/10.1007/s10489-022-03472-w.pdf

Reference32 articles.

1. Sotiras A, Davatzikos C, Paragios N (2013) Deformable medical image registration: A survey. IEEE transactions on medical imaging, 32, https://doi.org/10.1109/TMI.2013.2265603

2. Avants BB, Epstein CL, Grossman M, Gee JC (2008) Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain. Med Image Anal 12(1):26–41

3. Klein A, Andersson J, Ardekani BA, Ashburner J, Avants B, Chiang M-C, Christensen GE, Collins DL, Gee J, Hellier P, Song JH, Jenkinson M, Lepage C, Rueckert D, Thompson P, Vercauteren T, Woods RP, Mann JJ, Parsey RV (2009) Evaluation of 14 nonlinear deformation algorithms applied to human brain mri registration. NeuroImage 46(3):786–802. https://doi.org/10.1016/j.neuroimage.2008.12.037, https://www.sciencedirect.com/science/article/pii/S1053811908012974

4. Lorenzi M, Ayache N, Frisoni GB, Pennec X (2013) Lcc-demons: A robust and accurate symmetric diffeomorphic registration algorithm. NeuroImage 81:470–483. https://doi.org/10.1016/j.neuroimage.2013.04.114, https://www.sciencedirect.com/science/article/pii/S1053811913004825

5. Balakrishnan G, Zhao A, Sabuncu MR, Guttag J, Dalca AV (2019) Voxelmorph: A learning framework for deformable medical image registration. IEEE Trans Med Imaging, pp 1788–1800

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