{"title":"IMRT计划改进概率的评估","authors":"Siyang Gao, Xi Zhang, Leyuan Shi","doi":"10.1109/CoASE.2013.6654023","DOIUrl":null,"url":null,"abstract":"In intensity-modulated radiotherapy (IMRT) planning, the planner iteratively generates treatment plans for the patient. Upon completion of a new plan, it is critical to know the improvement potential of the plan. If the current best plan is assessed to have significant improvement potential, additional time should be spent for planning. Otherwise, the planner may decide to stop the planning process. In this research, we propose a assessment method for the improvement potential based on the threshold model (TM). The probability of improvement for the current best plan is calculated to help the planner make decisions. Numerical tests were performed on three head and neck patients and the results illustrated that the probability of improvement can be a powerful decision support tool for planners.","PeriodicalId":191166,"journal":{"name":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Evaluation of improvement probability for IMRT plans\",\"authors\":\"Siyang Gao, Xi Zhang, Leyuan Shi\",\"doi\":\"10.1109/CoASE.2013.6654023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In intensity-modulated radiotherapy (IMRT) planning, the planner iteratively generates treatment plans for the patient. Upon completion of a new plan, it is critical to know the improvement potential of the plan. If the current best plan is assessed to have significant improvement potential, additional time should be spent for planning. Otherwise, the planner may decide to stop the planning process. In this research, we propose a assessment method for the improvement potential based on the threshold model (TM). The probability of improvement for the current best plan is calculated to help the planner make decisions. Numerical tests were performed on three head and neck patients and the results illustrated that the probability of improvement can be a powerful decision support tool for planners.\",\"PeriodicalId\":191166,\"journal\":{\"name\":\"2013 IEEE International Conference on Automation Science and Engineering (CASE)\",\"volume\":\"76 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-11-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 IEEE International Conference on Automation Science and Engineering (CASE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CoASE.2013.6654023\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CoASE.2013.6654023","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Evaluation of improvement probability for IMRT plans
In intensity-modulated radiotherapy (IMRT) planning, the planner iteratively generates treatment plans for the patient. Upon completion of a new plan, it is critical to know the improvement potential of the plan. If the current best plan is assessed to have significant improvement potential, additional time should be spent for planning. Otherwise, the planner may decide to stop the planning process. In this research, we propose a assessment method for the improvement potential based on the threshold model (TM). The probability of improvement for the current best plan is calculated to help the planner make decisions. Numerical tests were performed on three head and neck patients and the results illustrated that the probability of improvement can be a powerful decision support tool for planners.