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Deformable Image Registration based on Similarity-Steered CNN Regression

Existing deformable registration methods require exhaustively iterative optimization, along with careful parameter tuning, to estimate the deformation field between images. Although some learning-based methods have been proposed for initiating deformation estimation, they are often template-specific...

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Bibliografiske detaljer
Udgivet i:Med Image Comput Comput Assist Interv
Main Authors: Cao, Xiaohuan, Yang, Jianhua, Zhang, Jun, Nie, Dong, Kim, Min-jeong, Wang, Qian, Shen, Dinggang
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5731783/
https://ncbi.nlm.nih.gov/pubmed/29250613
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-66182-7_35
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