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Combining deep learning with anatomy analysis for segmentation of portal vein for liver SBRT planning

Automated segmentation of portal vein (PV) for liver radiotherapy planning is a challenging task due to potentially low vasculature contrast, complex PV anatomy and image artifacts originated from fiducial markers and vasculature stents. In this paper, we propose a novel framework for automated PV s...

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Detalhes bibliográficos
Publicado no:Phys Med Biol
Main Authors: Ibragimov, Bulat, Toesca, Diego, Chang, Daniel, Koong, Albert, Xing, Lei
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5739057/
https://ncbi.nlm.nih.gov/pubmed/28994665
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/aa9262
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