Operating a Treatment Planning System using a Deep-Reinforcement-Learning based Virtual Treatment Planner for Prostate Cancer Intensity-Modulated Radiation Therapy Treatment Planning

PURPOSE: In the treatment planning process of intensity modulated radiation therapy (IMRT), a human planner operates the treatment planning system (TPS) to adjust treatment planning parameters, e.g. dose volume histogram (DVH) constraints’ locations and weights, to achieve a satisfactory plan for ea...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Shen, Chenyang, Nguyen, Dan, Chen, Liyuan, Gonzalez, Yesenia, McBeth, Rafe, Qin, Nan, Jiang, Steve B., Jia, Xun
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7903320/
https://ncbi.nlm.nih.gov/pubmed/32141086
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.14114
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