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Machine learning in a graph framework for subcortical segmentation

Automated and reliable segmentation of subcortical structures from human brain magnetic resonance images is of great importance for volumetric and shape analyses in quantitative neuroimaging studies. However, poor boundary contrast and variable shape of these structures make the automated segmentati...

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Detalhes bibliográficos
Publicado no:Proc SPIE Int Soc Opt Eng
Main Authors: Guo, Zhihui, Kashyap, Satyananda, Sonka, Milan, Oguz, Ipek
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5471906/
https://ncbi.nlm.nih.gov/pubmed/28626291
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2254874
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