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KNOWLEDGE BASED MULTI-CRITERIA OPTIMIZATION FOR RADIOTHERAPY TREATMENT PLANNING
专利权人:
Varian Medical Systems International AG
发明人:
NORD, Janne,KUUSELA, Esa,PYYRY, Joakim,PELTOLA, Jarkko,SABEL, Martin
申请号:
EP16778188
公开号:
EP3347094A1
申请日:
2016.09.12
申请国别(地区):
EP
年份:
2018
代理人:
摘要:
A method of generating a treatment plan for treating a patient with radiotherapy, the method includes obtaining a plurality of sample plans, which are generated by use of a knowledge base comprising historical treatment plans and patient data. The method also includes performing a multi-criteria optimization based on the plurality of sample plans to construct a Pareto frontier, where the plurality of sample plans are evaluated with at least two objectives measuring qualities of the plurality of sample plans such that treatment plans on the constructed Pareto frontier are Pareto optimal with respect to the objectives. The method further includes identifying a treatment plan by use of the constructed Pareto frontier.
来源网站:
中国工程科技知识中心
来源网址:
http://www.ckcest.cn/home/
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