A comparative study of deep learning‐based knowledge‐based planning methods for 3D dose distribution prediction of head and neck

PURPOSE: In this paper, we compare four novel knowledge‐based planning (KBP) algorithms using deep learning to predict three‐dimensional (3D) dose distributions of head and neck plans using the same patients’ dataset and quantitative assessment metrics. METHODS: A dataset of 340 oropharyngeal cancer...

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Detalles Bibliográficos
Autores principales: Osman, Alexander F. I., Tamam, Nissren M., Yousif, Yousif A. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Radiation Oncology Physics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476994/
https://www.ncbi.nlm.nih.gov/pubmed/37138549
http://dx.doi.org/10.1002/acm2.14015

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476994/
https://www.ncbi.nlm.nih.gov/pubmed/37138549
http://dx.doi.org/10.1002/acm2.14015

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