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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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發表在:Mach Learn Med Imaging
Main Authors: Roy, Snehashis, Carass, Aaron, Prince, Jerry L., Pham, Dzung L.
格式: Artigo
語言:Inglês
出版: 2014
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在線閱讀: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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