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MR‐based treatment planning in radiation therapy using a deep learning approach

PURPOSE: To develop and evaluate the feasibility of deep learning approaches for MR‐based treatment planning (deepMTP) in brain tumor radiation therapy. METHODS AND MATERIALS: A treatment planning pipeline was constructed using a deep learning approach to generate continuously valued pseudo CT image...

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Detalhes bibliográficos
Publicado no:J Appl Clin Med Phys
Main Authors: Liu, Fang, Yadav, Poonam, Baschnagel, Andrew M., McMillan, Alan B.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6414148/
https://ncbi.nlm.nih.gov/pubmed/30861275
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/acm2.12554
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