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Development and evaluation of machine learning models for voxel dose predictions in online adaptive magnetic resonance guided radiation therapy

PURPOSE: Daily online adaptive plan quality in magnetic resonance imaging guided radiation therapy (MRgRT) is difficult to assess in relation to the fully optimized, high quality plans traditionally established offline. Machine learning prediction models developed in this work are capable of predict...

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Publicat a:J Appl Clin Med Phys
Autors principals: Thomas, M. Allan, Fu, Yabo, Yang, Deshan
Format: Artigo
Idioma:Inglês
Publicat: John Wiley and Sons Inc. 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7386189/
https://ncbi.nlm.nih.gov/pubmed/32306535
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/acm2.12884
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