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Deep Learning Deformation Initialization for Rapid Groupwise Registration of Inhomogeneous Image Populations

Groupwise image registration tackles biases that can potentially arise from inappropriate template selection. It typically involves simultaneous registration of a cohort of images to a common space that is not specified a priori. Existing groupwise registration methods are computationally complex an...

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Detalhes bibliográficos
Publicado no:Front Neuroinform
Main Authors: Ahmad, Sahar, Fan, Jingfan, Dong, Pei, Cao, Xiaohuan, Yap, Pew-Thian, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7373822/
https://ncbi.nlm.nih.gov/pubmed/32760265
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fninf.2019.00034
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