Deep Learning–Based Fluence Map Prediction for Pancreas Stereotactic Body Radiation Therapy With Simultaneous Integrated Boost

PURPOSE: Treatment planning for pancreas stereotactic body radiation therapy (SBRT) is a challenging task, especially with simultaneous integrated boost treatment approaches. We propose a deep learning (DL) framework to accurately predict fluence maps from patient anatomy and directly generate inten...

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Vydáno v:Adv Radiat Oncol
Hlavní autoři: Wang, Wentao, Sheng, Yang, Palta, Manisha, Czito, Brian, Willett, Christopher, Hito, Martin, Yin, Fang-Fang, Wu, Qiuwen, Ge, Yaorong, Wu, Q. Jackie
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2021
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Scientific Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8099762/
https://ncbi.nlm.nih.gov/pubmed/33997484
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.adro.2021.100672
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