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Deep convolutional neural network for segmentation of knee joint anatomy

PURPOSE: To describe and evaluate a new segmentation method using deep convolutional neural network (CNN), 3D fully connected conditional random field (CRF), and 3D simplex deformable modeling to improve the efficiency and accuracy of knee joint tissue segmentation. METHODS: A segmentation pipeline...

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Detalhes bibliográficos
Publicado no:Magn Reson Med
Main Authors: Zhou, Zhaoye, Zhao, Gengyan, Kijowski, Richard, Liu, Fang
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6342268/
https://ncbi.nlm.nih.gov/pubmed/29774599
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mrm.27229
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