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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Bibliografiska uppgifter
I publikationen:Phys Imaging Radiat Oncol
Huvudupphovsmän: Bakx, Nienke, Bluemink, Hanneke, Hagelaar, Els, van der Sangen, Maurice, Theuws, Jacqueline, Hurkmans, Coen
Materialtyp: Artigo
Språk:Inglês
Publicerad: Elsevier 2021
Ämnen:
Original Research Article
Länkar: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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