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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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Bibliographische Detailangaben
Veröffentlicht in:Phys Med Biol
Hauptverfasser: Liu, Lianli, Johansson, Adam, Cao, Yue, Dow, Janell, Lawrence, Theodore S, Balter, James M
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2020
Schlagworte:
Online Zugang: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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