Automatic Inverse Treatment Planning for Cervical Cancer High Dose-Rate Brachytherapy via Deep Reinforcement Learning

Shen C.; Gonzalez Y.; Jung H.; Chen L.; Qin N.; Jia X.

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Automatic Inverse Treatment Planning for Cervical Cancer High Dose-Rate Brachytherapy via Deep Reinforcement Learning

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

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《International Journal of Radiation Oncology, Biology, Physics》 |2018年第3suppla期|共1页
作者
Shen C.; Gonzalez Y.; Jung H.; Chen L.; Qin N.; 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;

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;

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正文语种 eng
中图分类放射医学;
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1. 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
2. Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer [J] . Shen Chenyang, Gonzalez Yesenia, Klages Peter, Physics in medicine and biology. . 2019,第11期

机译：通过深度增强学习，宫颈癌高剂量速率近距离放射治疗的原则性逆治疗规划
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. Brachytherapy Treatment Planning and Linac for Dose Measurement of Bladder and Rectum in Cervical Cancer Patients [C] . Suryani Dyah Astuti, Gege Ayu Listya, Nurul Fitriyah, International Seminar on Sensors, Instrumentation, Measurement and Metrology . 2018

机译：宫颈癌患者膀胱和直肠剂量的近距离治疗治疗计划和直线加速器
5. A comparative study of quality of life in patients with low-and intermediate-risk prostate cancer treated at a single institution: Stereotactic radiotherapy vs. high dose-rate brachytherapy monotherapy vs. high dose-rate brachytherapy boost [D] . Helou, Joelle. 2017

机译：单一机构治疗的中低危前列腺癌患者生活质量的比较研究：立体定向放疗与高剂量率近距离放射疗法单药疗法与高剂量率近距离放射疗法增强
6. Treatment planning for multicatheter interstitial brachytherapy of breast cancer – from Paris system to anatomy-based inverse planning [O] . Tibor Major, Prof. Csaba Polgár 2017

机译：乳腺癌多导管间质近距离放射治疗的治疗计划-从巴黎系统到基于解剖学的逆向计划
7. Automatic Inverse Treatment Planning for Cervical Cancer High Dose-Rate Brachytherapy via Deep Reinforcement Learning [O] . C. Shen, Y. Gonzalez, H. Jung, 2018

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

Automatic Inverse Treatment Planning for Cervical Cancer High Dose-Rate Brachytherapy via Deep Reinforcement Learning

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