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End‐to‐end unsupervised cycle‐consistent fully convolutional network for 3D pelvic CT‐MR deformable registration

OBJECTIVE: To improve the efficiency of computed tomography (CT)‐magnetic resonance (MR) deformable image registration while ensuring the registration accuracy. METHODS: Two fully convolutional networks (FCNs) for generating spatial deformable grids were proposed using the Cycle‐Consistent method to...

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Bibliografske podrobnosti
izdano v:J Appl Clin Med Phys
Main Authors: Guo, Yi, Wu, Xiangyi, Wang, Zhi, Pei, Xi, Xu, X. George
Format: Artigo
Jezik:Inglês
Izdano: John Wiley and Sons Inc. 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7497923/
https://ncbi.nlm.nih.gov/pubmed/32657533
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/acm2.12968
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