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Intelligent Inverse Treatment Planning via Deep Reinforcement Learning, a Proof-of-Principle Study in High Dose-rate Brachytherapy for Cervical Cancer

Inverse treatment planning in radiation therapy is formulated as solving optimization problems. The objective function and constraints consist of multiple terms designed for different clinical and practical considerations. Weighting factors of these terms are needed to define the optimization proble...

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Detalhes bibliográficos
Publicado no:Phys Med Biol
Main Authors: Shen, Chenyang, Gonzalez, Yesenia, Klages, Peter, Qin, Nan, Jung, Hyunuk, Chen, Liyuan, Nguyen, Dan, Jiang, Steve B., Jia, Xun
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7014824/
https://ncbi.nlm.nih.gov/pubmed/30978709
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/ab18bf
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