Clinical implementation of wedge filter optimization in three-dimensional radiotherapy treatment planning

被引:12
作者
Li, JG [1 ]
Boyer, AL [1 ]
Xing, L [1 ]
机构
[1] Stanford Univ, Sch Med, Dept Radiat Oncol, Stanford, CA 94305 USA
关键词
conformal radiotherapy; inverse treatment planning; optimization; wedge;
D O I
10.1016/S0167-8140(99)00142-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background and purpose: To describe a wedge filter optimization technique which automatically chooses the beam weights and wedge filters and to demonstrate the implementation of the algorithm in clinical three-dimensional (3D) radiotherapy treatment planning. Material and methods: Given the incident directions and beam energies of J beams, the dose distribution is a function of the beam weights, wedge angles, and wedge orientations. Instead of decomposing an incident field into a superposition of an open and two nominal wedged fields and then optimizing their weights, the algorithm optimizes the objective function with respect to the beam weights, wedge angles and wedge orientations directly. A salient feature of the algorithm is that no planner intervention was required in the selection of wedge filters during the optimization process. A dose-based objective function which incorporated the relative importance of structures was adopted in this work. The objective function was minimized by the method of simulated annealing. The technique was demonstrated by using a phantom study and two clinical cases. Results: For the phantom case, the classical wedge pair result was obtained, providing a useful test of the algorithm. Dose distributions and dose-volume histograms for the target and surrounding organs were presented for the two clinical cases. It was also shown that dose homogeneity to the target could be compromised by increasing the relative importance factors to the surrounding organs. Conclusions: A 3D wedge filter optimization algorithm has been developed. The technique has the potential to fully automate the 3D radiotherapy treatment planning process. In addition, treatment planning time and efforts were significantly reduced. (C) 1999 Elsevier Science Ireland Ltd. All rights reserved.
引用
收藏
页码:257 / 264
页数:8
相关论文
共 26 条
[1]  
BRAHME A, 1995, RAD PHYSICS, P210
[2]   DETERMINATION OF BEAM ORIENTATION IN RADIOTHERAPY PLANNING [J].
GOKHALE, P ;
HUSSEIN, EMA ;
KULKARNI, N .
MEDICAL PHYSICS, 1994, 21 (03) :393-400
[3]   Optimization of beam orientation in radiotherapy using planar geometry [J].
Haas, OCL ;
Burnham, KJ ;
Mills, JA .
PHYSICS IN MEDICINE AND BIOLOGY, 1998, 43 (08) :2179-2193
[4]  
International Commission on Radiation Units and Measurements, 1976, International Commission on Radiation Units and Measurements ICRU Report 24
[5]   An adaptive control algorithm for optimization of intensity modulated radiotherapy considering uncertainties in beam profiles, patient set-up and internal organ motion [J].
Lof, J ;
Lind, BK ;
Brahme, A .
PHYSICS IN MEDICINE AND BIOLOGY, 1998, 43 (06) :1605-1628
[6]   APPLICATION OF FAST SIMULATED ANNEALING TO OPTIMIZATION OF CONFORMAL RADIATION TREATMENTS [J].
MAGERAS, GS ;
MOHAN, R .
MEDICAL PHYSICS, 1993, 20 (03) :639-647
[7]   EQUATION OF STATE CALCULATIONS BY FAST COMPUTING MACHINES [J].
METROPOLIS, N ;
ROSENBLUTH, AW ;
ROSENBLUTH, MN ;
TELLER, AH ;
TELLER, E .
JOURNAL OF CHEMICAL PHYSICS, 1953, 21 (06) :1087-1092
[8]   The omni wedge: A method to produce wedged fields at arbitrary orientations [J].
Milliken, BD ;
Hamilton, RJ ;
Rubin, SJ .
MEDICAL PHYSICS, 1996, 23 (03) :337-342
[9]   Verification of the omni wedge technique [J].
Milliken, BD ;
Turian, JV ;
Hamilton, RJ ;
Rubin, SJ ;
Kuchnir, FT ;
Yu, CX ;
Wong, JW .
MEDICAL PHYSICS, 1998, 25 (08) :1419-1423
[10]   CLINICALLY RELEVANT OPTIMIZATION OF 3-D CONFORMAL TREATMENTS [J].
MOHAN, R ;
MAGERAS, GS ;
BALDWIN, B ;
BREWSTER, LJ ;
KUTCHER, GJ ;
LEIBEL, S ;
BURMAN, CM ;
LING, CC ;
FUKS, Z .
MEDICAL PHYSICS, 1992, 19 (04) :933-944