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Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation

Quantitative measurements from segmentations of human brain magnetic resonance (MR) images provide important biomarkers for normal aging and disease progression. In this paper, we propose a patch-based tissue classification method from MR images that uses a sparse dictionary learning approach and at...

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Bibliografiska uppgifter
I publikationen:IEEE J Biomed Health Inform
Huvudupphovsmän: Roy, Snehashis, He, Qing, Sweeney, Elizabeth, Carass, Aaron, Reich, Daniel S., Prince, Jerry L., Pham, Dzung L.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2015
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4562064/
https://ncbi.nlm.nih.gov/pubmed/26340685
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JBHI.2015.2439242
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