A method of using deep learning to predict three‐dimensional dose distributions for intensity‐modulated radiotherapy of rectal cancer

PURPOSE: To develop and test a three‐dimensional (3D) deep learning model for predicting 3D voxel‐wise dose distributions for intensity‐modulated radiotherapy (IMRT). METHODS: A total of 122 postoperative rectal cancer cases treated by IMRT were considered in the study, of which 100 cases were rando...

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Detalles Bibliográficos
Autores principales: Zhou, Jieping, Peng, Zhao, Song, Yuchen, Chang, Yankui, Pei, Xi, Sheng, Liusi, Xu, X. George
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/PMC7286006/
https://www.ncbi.nlm.nih.gov/pubmed/32281254
http://dx.doi.org/10.1002/acm2.12849

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7286006/
https://www.ncbi.nlm.nih.gov/pubmed/32281254
http://dx.doi.org/10.1002/acm2.12849

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