Automatic Treatment Planning in a Human-like manner: Operating Treatment Planning Systems by a Deep Reinforcement Learning based Virtual Treatment Planner

Shen C.; Gonzalez Y.; Chen L.; Nguyen D.; Jia X.

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Automatic Treatment Planning in a Human-like manner: Operating Treatment Planning Systems by a Deep Reinforcement Learning based Virtual Treatment Planner

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

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来源
《International Journal of Radiation Oncology, Biology, Physics》 |2019年第1suppla期|共1页
作者
Shen C.; Gonzalez Y.; Chen L.; Nguyen D.; Jia X.;
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作者单位

Univ Texas Southwestern Med Ctr Dallas Dept Radiat Oncol Dallas TX 75390 USA;

Univ Texas Southwestern Med Ctr Dallas Dept Radiat Oncol Dallas TX 75390 USA;

Univ Texas Southwestern Med Ctr Dallas Dept Radiat Oncol Dallas TX 75390 USA;

UT Southwestern Dallas TX USA;

Univ Texas Southwestern Med Ctr Dallas Dept Radiat Oncol Dallas TX 75390 USA;

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原文格式 PDF
正文语种 eng
中图分类放射医学;
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入库时间 2022-08-19 17:11:57

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1. 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
2. Automatic Inverse Treatment Planning for Cervical Cancer High Dose-Rate Brachytherapy via Deep Reinforcement Learning [J] . Shen C., Gonzalez Y., Jung H., International Journal of Radiation Oncology, Biology, Physics . 2018,第3Suppla期

机译：深增强学习，宫颈癌高剂量速率近距离放射治疗自动逆治疗规划
3. Deep Reinforcement Learning Based Inverse Treatment Planning: A Study in High-Dose-Rate Brachytherapy for Cervical Cancer [J] . Shen C., Gonzalez Y., Jung H., Medical Physics . 2018,第6期

机译：基于深度加强学习的逆治疗规划：宫颈癌高剂量速率近距离放射治疗的研究
4. Optimizing Individualized Treatment Planning for Parkinson’s Disease Using Deep Reinforcement Learning [C] . Jeremy Watts, Anahita Khojandi, Rama Vasudevan, Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2020

机译：利用深度强化学习优化帕金森氏病的个性化治疗计划
5. An Investigation into the Accuracy of the Photon Beam Energy Spectrum Modeled by the Pinnacle Treatment Planning System and Its Effects on Treatment Planning [D] . Staley, Noah D. 2016

机译：尖峰峰治疗计划系统模拟光子束能谱的准确性及其对治疗计划的影响
6. Automatic Planning for Nasopharyngeal Carcinoma Based on ProgressiveOptimization in RayStation Treatment Planning System [O] . Yiwei Yang, Kainan Shao, Jie Zhang, 2020

机译：基于渐进性的鼻咽癌自动规划射线处理计划系统中的优化
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

Automatic Treatment Planning in a Human-like manner: Operating Treatment Planning Systems by a Deep Reinforcement Learning based Virtual Treatment Planner

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