Functional-guided radiotherapy using knowledge-based planning

Faught Austin M.; Olsen Lindsey; Schubert Leah; Rusthoven Chad; Castillo Edward; Castillo Richard; Zhang Jingjing; Guerrero Thomas; Miften Moyed; Vinogradskiy Yevgeniy

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Functional-guided radiotherapy using knowledge-based planning

机译：基于知识的规划功能导向放射治疗

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摘要

Background and purpose: There are two significant challenges when implementing functional-guided radiotherapy using 4DCT-ventilation imaging: (1) lack of knowledge of realistic patient specific dosimetric goals for functional lung and (2) ensuring consistent plan quality across multiple planners. Knowledge-based planning (KBP) is positioned to address both concerns.

机译：背景和目的：使用4DCT通风成像实施功能引导放疗时存在两种重大挑战：（1）缺乏对功能肺的特定患者特异性剂量目标的知识和（2），确保多个规划持票人一致的计划质量。基于知识的规划（KBP）定位以解决两个问题。

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来源
《Radiotherapy and oncology: Journal of the European Society for Therapeutic Radiology and Oncology》 |2018年第3期|共5页
作者
Faught Austin M.; Olsen Lindsey; Schubert Leah; Rusthoven Chad; Castillo Edward; Castillo Richard; Zhang Jingjing; Guerrero Thomas; Miften Moyed; Vinogradskiy Yevgeniy;
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作者单位

Univ Colorado Sch Med Dept Radiat Oncol Boulder CO 80309 USA;

Mem Hosp Dept Radiat Oncol Colorado Springs CO USA;

Univ Colorado Sch Med Dept Radiat Oncol Boulder CO 80309 USA;

Univ Colorado Sch Med Dept Radiat Oncol Boulder CO 80309 USA;

Beaumont Hlth Syst Radiat Dept Royal Oak MI USA;

Emory Univ Dept Radiat Oncol Atlanta GA 30322 USA;

Beaumont Hlth Syst Radiat Dept Royal Oak MI USA;

Beaumont Hlth Syst Radiat Dept Royal Oak MI USA;

Univ Colorado Sch Med Dept Radiat Oncol Boulder CO 80309 USA;

Univ Colorado Sch Med Dept Radiat Oncol Boulder CO 80309 USA;

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原文格式 PDF
正文语种 eng
中图分类肿瘤学;
关键词
Knowledge-based planning; Functional-guided radiotherapy;

机译：基于知识的规划;功能引导放射疗法;

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专利

1. Functional-guided radiotherapy using knowledge-based planning [J] . Faught Austin M., Olsen Lindsey, Schubert Leah, Radiotherapy and oncology: Journal of the European Society for Therapeutic Radiology and Oncology . 2018,第3期

机译：基于知识的规划功能导向放射治疗
2. Robustness comparative study of dose–volume–histogram prediction models for knowledge-based radiotherapy treatment planning [J] . Aiqian Wu, Yongbao Li, Mengke Qi, Journal of Radiation Research and Applied Sciences . 2020,第1期

机译：鲁棒性比较研究基于知识放射治疗计划的剂量 - 体积直方图预测模型
3. A knowledge-based intensity-modulated radiation therapy treatment planning technique for locally advanced nasopharyngeal carcinoma radiotherapy [J] . Penggang Bai, Xing Weng, Kerun Quan, Radiation oncology . 2020,第1期

机译：一种基于知识的强度调制放射治疗治疗方法，用于局部晚期鼻咽癌放射治疗
4. Knowledge-based Decision Making For Radiotherapy Planning [C] . Haton, M. . 2001

机译：基于知识的放射治疗计划决策
5. Accelerating Radiation Dose Calculation with High Performance Computing and Machine Learning for Large-Scale Radiotherapy Treatment Planning [D] . Neph, Ryan Thomas. 2020

机译：大型放射治疗规划高性能计算与机器学习加速辐射剂量计算
6. A knowledge-based intensity-modulated radiation therapy treatment planning technique for locally advanced nasopharyngeal carcinoma radiotherapy [O] . Penggang Bai, Xing Weng, Kerun Quan, 2020

机译：一种基于知识的强度调制放射治疗治疗方法用于局部晚期鼻咽癌放射治疗
7. Functional-guided radiotherapy using knowledge-based planning [O] . Austin M. Faught, Lindsey Olsen, Leah Schubert, 2018

机译：基于知识的规划的功能引导放射治疗

Functional-guided radiotherapy using knowledge-based planning

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