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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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Detalles Bibliográficos
Publicado en:Proc SPIE Int Soc Opt Eng
Main Authors: Guo, Zhihui, Kashyap, Satyananda, Sonka, Milan, Oguz, Ipek
Formato: Artigo
Idioma:Inglês
Publicado: 2017
Assuntos:
Acceso en liña: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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