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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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Detalhes bibliográficos
Publicado no:Phys Imaging Radiat Oncol
Main Authors: Bakx, Nienke, Bluemink, Hanneke, Hagelaar, Els, van der Sangen, Maurice, Theuws, Jacqueline, Hurkmans, Coen
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8058017/
https://ncbi.nlm.nih.gov/pubmed/33898781
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.phro.2021.01.006
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