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Boosting radiotherapy dose calculation accuracy with deep learning

In radiotherapy, a trade‐off exists between computational workload/speed and dose calculation accuracy. Calculation methods like pencil‐beam convolution can be much faster than Monte‐Carlo methods, but less accurate. The dose difference, mostly caused by inhomogeneities and electronic disequilibrium...

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Detalles Bibliográficos
Autores principales: Xing, Yixun, Zhang, You, Nguyen, Dan, Lin, Mu‐Han, Lu, Weiguo, Jiang, Steve
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7484829/
https://www.ncbi.nlm.nih.gov/pubmed/32559018
http://dx.doi.org/10.1002/acm2.12937