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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Detalles Bibliográficos
Autores principales: Thomas, M. Allan, Fu, Yabo, Yang, Deshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Radiation Oncology Physics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7386189/
https://www.ncbi.nlm.nih.gov/pubmed/32306535
http://dx.doi.org/10.1002/acm2.12884

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7386189/
https://www.ncbi.nlm.nih.gov/pubmed/32306535
http://dx.doi.org/10.1002/acm2.12884

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