Development and evaluation of radiotherapy deep learning dose prediction models for breast cancer

BACKGROUND AND PURPOSE: Treatment planning of radiotherapy is a time-consuming and planner dependent process that can be automated by dose prediction models. The purpose of this study was to evaluate the performance of two machine learning models for breast cancer radiotherapy before possible clinic...

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Detalles Bibliográficos
Autores principales: Bakx, Nienke, Bluemink, Hanneke, Hagelaar, Els, van der Sangen, Maurice, Theuws, Jacqueline, Hurkmans, Coen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8058017/
https://www.ncbi.nlm.nih.gov/pubmed/33898781
http://dx.doi.org/10.1016/j.phro.2021.01.006