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Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment planning

机译：使用深加固学习的虚拟治疗计划进行治疗规划系统，用于前列腺癌强度调制的放射治疗治疗计划

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Chenyang Shen; Dan Nguyen; Liyuan Chen; Yesenia Gonzalez; Rafe McBeth; Nan Qin; Steve B. Jiang; Xun Jia;
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1. Operating a Treatment Planning System Using a Deep-Reinforcement-Learning Based Virtual Treatment Planner for Intensity-Modulated Radiation Therapy Treatment Planning [J] . Shen C., Nguyen D., Gonzalez Y., Medical Physics . 2019,第6期

机译：使用深度加强学习的虚拟处理计划进行治疗规划系统，用于强度调制的放射治疗治疗计划
2. Automatic Treatment Planning in a Human-like manner: Operating Treatment Planning Systems by a Deep Reinforcement Learning based Virtual Treatment Planner [J] . Shen C., Gonzalez Y., Chen L., International Journal of Radiation Oncology, Biology, Physics . 2019,第1Suppla期

机译：以人类的方式自动治疗规划：由基于深度加强学习的虚拟治疗计划者操作治疗计划系统
3. A Knowledge-Based Approach to Improving and Homogenizing Intensity Modulated Radiation Therapy Planning Quality Among Treatment Centers: An Example Application to Prostate Cancer Planning [J] . Good David, Lo Joseph, Lee W. Robert, International Journal of Radiation Oncology, Biology, Physics . 2013,第1期

机译：基于知识的治疗中心间调强放射治疗计划质量改善和均质化的方法：在前列腺癌计划中的示例应用
4. Comparison of the Dose Distribution Obtained from Dosimetric Systems with Intensity Modulated Radiotherapy Planning System in the Treatment of Prostate Cancer [C] . M. G?k?e, D. Ko?yi?it Uslu, C. Ertun?, Balkan Physical Union., International Conference . 2016

机译：用强度调节放射治疗系统治疗前列腺癌的剂量分布的剂量分布
5. Mining an EPR system using a treatment plan navigator for radiation toxicity to evaluate proton therapy treatment protocol for prostate cancer . [D] . Le, Anh Hong Tu. 2010

机译：使用治疗计划导航仪挖掘EPR系统的放射线毒性，以评价质子疗法治疗前列腺癌的方案。
6. Is it possible for knowledge-based planning to improve intensity modulated radiation therapy plan quality for planners with different planning experiences in left-sided breast cancer patients? [O] . Juanqi Wang, Weigang Hu, Zhaozhi Yang, 2017

机译：基于知识的计划是否可能为左侧乳腺癌患者中具有不同计划经验的计划者提高调强放射治疗计划的质量？
7. Automatic Treatment Planning in a Human-like manner: Operating Treatment Planning Systems by a Deep Reinforcement Learning based Virtual Treatment Planner [O] . C. Shen, Y. Gonzalez, L. Chen, 2019

机译：以人类的方式自动治疗规划：由基于深度加强学习的虚拟治疗计划者操作治疗计划系统

Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment planning

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