Collaborative Research: Interdisciplinary Center for Radiation Treatment Planning
合作研究:放射治疗规划跨学科中心
基本信息
- 批准号:0400294
- 负责人:
- 金额:$ 37.78万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2004
- 资助国家:美国
- 起止时间:2004-09-15 至 2007-08-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
This collaborative research grant awarded to a multidisciplinary team aims to develop algorithmic tools and a corresponding cyberinfrastructure for the development, coordination, utilization, and dissemination of knowledge regarding the application of optimization-based inverse methods for radiation treatment planning. The PIs bring to this research cross-disciplinary proficiency in Industrial Engineering, Computer Sciences, and Radiation Oncology, building on their recent research in the areas of information technology, optimization, and treatment planning. The algorithm development is based on their newly developed methodologies including slicing approaches and the Nested Partitions framework. Along with the development of algorithms for Radiation Treatment Planning, the PIs also plan to develop a website that will provide an infrastructure to researchers worldwide for the development, coordination, utilization, and dissemination of optimization methods in Radiation Treatment Planning research. Approximately one million new cases of cancer are reported each year in the United States, with many times that number occurring worldwide. It is reported that more than 40 percent of people diagnosed with cancer in the US will undergo treatment with radiation therapy. Given the aging population, these numbers are expected to increase rapidly in coming years. It is expected that research results developed in this project will accelerate the development and understanding of efficient and effective automated Radiation Treatment Planning methods and software, resulting in clinical treatments of significantly higher quality, thereby enhancing both the quality of life and the longevity of cancer patients treated with radiation.
这项授予多学科团队的合作研究补助金旨在开发算法工具和相应的网络基础设施,以开发、协调、利用和传播有关应用基于优化的逆方法进行放射治疗规划的知识。PIs为这项研究带来了工业工程、计算机科学和放射肿瘤学的跨学科熟练程度,建立在他们在信息技术、优化和治疗规划领域的最新研究基础上。算法的开发是基于他们新开发的方法,包括切片方法和嵌套分区框架。随着放射治疗计划算法的开发,私人投资机构还计划开发一个网站,为世界各地的研究人员提供基础设施,以开发、协调、利用和传播放射治疗计划研究中的优化方法。美国每年报告的新癌症病例约为100万例,全球范围内的发病率是这个数字的许多倍。据报道,在美国,超过40%的确诊癌症患者将接受放射治疗。鉴于人口老龄化,这些数字预计将在未来几年迅速增长。预计该项目开发的研究成果将加速开发和了解高效和有效的自动放射治疗计划方法和软件,从而实现显著更高质量的临床治疗,从而提高接受放射治疗的癌症患者的生活质量和寿命。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Leyuan Shi其他文献
Modeling, Control and Optimization of Complex Systems
复杂系统的建模、控制和优化
- DOI:
10.1007/978-1-4615-1139-7 - 发表时间:
2003 - 期刊:
- 影响因子:0
- 作者:
W. Gong;Leyuan Shi - 通讯作者:
Leyuan Shi
A harmony search-based memetic optimization model for integrated production and transportation scheduling in MTO manufacturing
MTO制造中基于和谐搜索的模因优化模型,用于集成生产和运输调度
- DOI:
10.1016/j.omega.2015.10.012 - 发表时间:
2017 - 期刊:
- 影响因子:6.9
- 作者:
Zhaoxia Guo;Leyuan Shi;Longchao Chen;Yong Liang - 通讯作者:
Yong Liang
Machine Learning for the Prediction of Organ Damage from Cancer Radiotherapy
机器学习用于预测癌症放射治疗造成的器官损伤
- DOI:
- 发表时间:
2009 - 期刊:
- 影响因子:0
- 作者:
H. Zhang;R. Meyer;W. D'Souza;Leyuan Shi - 通讯作者:
Leyuan Shi
Minimizing job shop inventory with on-time delivery guarantees
- DOI:
10.1007/s11518-006-0147-1 - 发表时间:
2003-12-01 - 期刊:
- 影响因子:2.000
- 作者:
Leyuan Shi;Yunpeng Pan - 通讯作者:
Yunpeng Pan
Improving discrete event simulation in the emergency department with innovative and robust input analysis tools
使用创新且强大的输入分析工具改进急诊科的离散事件模拟
- DOI:
- 发表时间:
2012 - 期刊:
- 影响因子:0
- 作者:
Steven Hoerning;Jie Song;Tao Wu;Leyuan Shi - 通讯作者:
Leyuan Shi
Leyuan Shi的其他文献
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{{ truncateString('Leyuan Shi', 18)}}的其他基金
Data Analytical Approach for Large-scale Optimization
大规模优化的数据分析方法
- 批准号:
1536978 - 财政年份:2015
- 资助金额:
$ 37.78万 - 项目类别:
Standard Grant
GOALI: Digital Technologies for Manufacturing Production Systems
目标:制造生产系统的数字技术
- 批准号:
1435800 - 财政年份:2014
- 资助金额:
$ 37.78万 - 项目类别:
Standard Grant
Support for Student and Postdoc Participation in the 9th IEEE International Conference on Automation Science and Engineering (IEEE CASE 2013)
支持学生和博士后参加第九届IEEE自动化科学与工程国际会议(IEEE CASE 2013)
- 批准号:
1341406 - 财政年份:2013
- 资助金额:
$ 37.78万 - 项目类别:
Standard Grant
I-Corps: Cloud-based Advanced Planning & Scheduling Tools for Manufacturing Systems
I-Corps:基于云的高级规划
- 批准号:
1343665 - 财政年份:2013
- 资助金额:
$ 37.78万 - 项目类别:
Standard Grant
Simulation Optimization: A Martingale-based Approach
仿真优化:基于鞅的方法
- 批准号:
1161965 - 财政年份:2012
- 资助金额:
$ 37.78万 - 项目类别:
Standard Grant
SGER: A New Direction for Applied Scheduling and Sequencing Research
SGER:应用调度和排序研究的新方向
- 批准号:
0431227 - 财政年份:2004
- 资助金额:
$ 37.78万 - 项目类别:
Standard Grant
An Evaluation Approach for Flexibility in Manufacturing Enterprises
制造企业柔性评价方法
- 批准号:
0217924 - 财政年份:2002
- 资助金额:
$ 37.78万 - 项目类别:
Standard Grant
GOALI: Global Meta-Hybrids for Supply Chain Optimization
GOALI:用于供应链优化的全球元混合体
- 批准号:
0100220 - 财政年份:2001
- 资助金额:
$ 37.78万 - 项目类别:
Continuing Grant
Workshop on Complex Systems Simulation and Optimization in the Information Age, June 23-24, in Boston, MA
信息时代复杂系统仿真和优化研讨会,6 月 23 日至 24 日,马萨诸塞州波士顿
- 批准号:
0118375 - 财政年份:2001
- 资助金额:
$ 37.78万 - 项目类别:
Standard Grant
Optimal Resource Allocation under Uncertainty
不确定性下的最优资源配置
- 批准号:
9713647 - 财政年份:1997
- 资助金额:
$ 37.78万 - 项目类别:
Continuing Grant
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