针对逆向调强放疗中强度分布优化涉及的参数多,且临床上对其优化速度要求高的特点,将医生期望的靶区剂量和周围正常组织剂量限制转化为二次函数形式的目标函数,然后利用共轭梯度法对该目标函数进行优化.最后采用一例C形靶区紧密包围危及器官的模拟病例和一例临床常用的前列腺实例,在PC机(CPU E7200@2.53GHz,2.00GB内存,Windows XP)上对强度分布优化效果进行测试,对模拟病例10 s便找到最优解;而对前列腺病例20 s便可以找到最优解;且两个测试病例优化所得强度分布对应的剂量分布均满足要求.测试结果表明,采用共轭梯度法优化强度分布具有快速和效果好的优点,因此可以将其应用在精确放疗系统中.
参考文献
[1] | Llacer J,Deasy J O,Protfeld T R,et al.Physics in Medicine & Biology,2003,48(2):183. |
[2] | Wu Yican,Li Guoli,Tap Shengxiang,et al.Chinese Journal of Medical Physics,2005,22(6):283(in Chinese).(吴宜灿,李国丽,陶声祥等.中国医学物理学杂志,2005,22(6):283.) |
[3] | Wu Yican,Song Gang,Cap Ruifen,etal.Chinese Physics C(HEP & NP),2008,32(Suppl.Ⅱ):177. |
[4] | Li Guoli.Study on Multi-objective Optimization Algorithm for Inverse Planning of External Radiation in ARTS(doctor thesis).Hefei:Institute of Plasma Physics,Chinese Academy of Sciences,July,2006,1-100(in Chinese).(李国丽.ARTS系统中外放射治疗逆向计划多目标进化算法研究(博士论文).合肥:中国科学院等离子体物理研究所,2006,1-100. |
[5] | Cap Ruifen,Li Guo]i,Song Gang,et al.Chinese Journal of Radiological Medicine and Protection,2007,27(5):467(in Chinese).(曹瑞芬,李国丽,宋钢等.中华放射医学与防护杂志,2007,27(5):467-470.) |
[6] | Li Guoli,Song Gang,Wu Yican.Nuclear Technology,2007,30(3):222(in Chinese).(李国丽,宋钢,吴宜灿.核技术,2007,30(3):222.) |
[7] | Li Guoli,Wu Yican,Zhang Jian.Plasma Science and Technology,2006,8(2):234-236. |
[8] | Li Guoli,Wu Yican,Song Gang,et al.Nuclear Physics Review,2006,23(2):233(in Chinese).(李国丽,吴宜灿,宋钢等.原子核物理评论,2006,23(2):233.) |
[9] | Cap Ruifen,Li Guoli,Wu Yican.Advanced Intelligent Computing Theories and Applications.2007,4682:553. |
[10] | Song Gang.Hybrid Dose Calculation Research and Program Development for Accurate Radiotherapy(doctor thesis).Hefei:Institute of Plasma Physics,Chinese Academy of Sciences,July,2008,1-100(in Chinese).(宋钢.精确放射治疗中混合剂量计算方法及软件系统设计研究(博士论文).合肥:中国科学院等离子体物理研究所,2008,1-100.) |
[11] | Diao Zaijun,Zheng Handing,Liu Jiazhuang,et al.Operations Research.Beijing:Higher education,2002,120-121(in Chinese).(刁在筠,郑汉鼎,刘家壮等.运筹学.北京:高等教育出版社,2002,120-121.) |
[12] | Zheng Huaqing.Monte Carlo FSPB Photon Dose Calculation in Accurate Radiotherapy(master thesis).Lanzhou:Lanzhou University,2009(7),1-50(in Chinese).(郑华庆.精确放射治疗中基于蒙卡有限笔形束的光子剂量计算方法研究(硕士论文).兰州:兰州大学,2009,1-50.) |
[13] | Dai Yuhong.Conjugate Gradient Method for Unconstrained Optimization(doctor thesis).Beijing:The Institute of Computational Mathematics and Scientific/Engineering Computing of Chinese Academy of Sciences.1997,1-69(in Chinese).(戴彧虹.非线性共轭梯度法研究(博士论文).北京:中国科学院计算数学与科学工程研究所,1997,1-69.) |
[14] | Jin Dawei,Dai Jianrong,Li Yexiong,et al.Chinese Journal of Radiation Oncology,2005,14(1):47(in Chinese).(金大伟,戴建荣,李晔雄等.中华放射肿瘤学杂志,2005,14(1):47.) |
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