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Abdominal synthetic CT generation from MR Dixon images using a U-net trained with ‘semi-synthetic’ CT data

Magnetic resonance imaging (MRI) is gaining popularity in guiding radiation treatment for intrahepatic cancers due to its superior soft tissue contrast and potential of monitoring individual motion and liver function. This study investigates a deep learning-based method that generates synthetic CT v...

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Detalhes bibliográficos
Publicado no:Phys Med Biol
Main Authors: Liu, Lianli, Johansson, Adam, Cao, Yue, Dow, Janell, Lawrence, Theodore S, Balter, James M
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7991979/
https://ncbi.nlm.nih.gov/pubmed/32330923
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/ab8cd2
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