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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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Bibliografske podrobnosti
izdano v:Mach Learn Med Imaging
Main Authors: Roy, Snehashis, Carass, Aaron, Prince, Jerry L., Pham, Dzung L.
Format: Artigo
Jezik:Inglês
Izdano: 2014
Teme:
Online dostop: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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