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Balancing accuracy and interpretability of machine learning approaches for radiation treatment outcomes modeling

Radiation outcomes prediction (ROP) plays an important role in personalized prescription and adaptive radiotherapy. A clinical decision may not only depend on an accurate radiation outcomes’ prediction, but also needs to be made based on an informed understanding of the relationship among patients’...

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Библиографические подробности
Опубликовано в: :BJR Open
Главные авторы: Luo, Yi, Tseng, Huan-Hsin, Cui, Sunan, Wei, Lise, Ten Haken, Randall K., El Naqa, Issam
Формат: Artigo
Язык:Inglês
Опубликовано: The British Institute of Radiology. 2019
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7592485/
https://ncbi.nlm.nih.gov/pubmed/33178948
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1259/bjro.20190021
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