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Tract Dictionary Learning for Fast and Robust Recognition of Fiber Bundles

In this paper, we propose an efficient framework for parcellation of white matter tractograms using discriminative dictionary learning. Key to our framework is the learning of a compact dictionary for each fiber bundle so that the streamlines within the bundle can be sufficiently represented. Dictio...

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Detalhes bibliográficos
Publicado no:Med Image Comput Comput Assist Interv
Main Authors: Wu, Ye, Hong, Yoonmi, Ahmad, Sahar, Lin, Weili, Shen, Dinggang, Yap, Pew-Thian
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8238464/
https://ncbi.nlm.nih.gov/pubmed/34195699
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-59728-3_25
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