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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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Podrobná bibliografie
Vydáno v:IEEE J Biomed Health Inform
Hlavní autoři: Roy, Snehashis, He, Qing, Sweeney, Elizabeth, Carass, Aaron, Reich, Daniel S., Prince, Jerry L., Pham, Dzung L.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2015
Témata:
On-line přístup: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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