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Subject Specific Sparse Dictionary Learning for Atlas based Brain MRI Segmentation

Quantitative measurements from segmentations of soft tissues from magnetic resonance images (MRI) of human brains provide important biomarkers for normal aging, as well as disease progression. In this paper, we propose a patch-based tissue classification method from MR images using sparse dictionary...

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Detalhes bibliográficos
Publicado no:Mach Learn Med Imaging
Main Authors: Roy, Snehashis, Carass, Aaron, Prince, Jerry L., Pham, Dzung L.
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4220547/
https://ncbi.nlm.nih.gov/pubmed/25383394
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-10581-9_31
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