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Regional Manifold Learning for Deformable Registration of Brain MR Images

We propose a method for deformable registration based on learning the manifolds of individual brain regions. Recent publications on registration of medical images advocate the use of manifold learning in order to confine the search space to anatomically plausible deformations. Existing methods const...

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Dettagli Bibliografici
Pubblicato in:Med Image Comput Comput Assist Interv
Autori principali: Ye, Dong Hye, Hamm, Jihun, Kwon, Dongjin, Davatzikos, Christos, Pohl, Kilian M.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2012
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5459478/
https://ncbi.nlm.nih.gov/pubmed/23286123
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