Beam's-eye-view dosimetrics (BEVD) guided rotational station parameter optimized radiation therapy (SPORT) planning based on reweighted total-variation minimization

被引:11
|
作者
Kim, Hojin [1 ,2 ,3 ]
Li, Ruijiang [1 ]
Lee, Rena [4 ]
Xing, Lei [1 ]
机构
[1] Stanford Univ, Dept Radiat Oncol, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
[3] Univ Calif San Francisco, Dept Radiat Oncol, San Francisco, CA 94143 USA
[4] Ehwa Womans Univ, Sch Med, Dept Radiat Oncol, Seoul 158710, South Korea
来源
PHYSICS IN MEDICINE AND BIOLOGY | 2015年 / 60卷 / 05期
关键词
VMAT; SPORT; BEVD; reweighted TV min; intensity modulation; TOTAL-VARIATION REGULARIZATION; MODULATED ARC; IMRT; RADIOTHERAPY; ORIENTATIONS; ALGORITHM; SELECTION;
D O I
10.1088/0031-9155/60/5/N71
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Conventional VMAT optimizes aperture shapes and weights at uniformly sampled stations, which is a generalization of the concept of a control point. Recently, rotational station parameter optimized radiation therapy (SPORT) has been proposed to improve the plan quality by inserting beams to the regions that demand additional intensity modulations, thus formulating non-uniform beam sampling. This work presents a new rotational SPORT planning strategy based on reweighted total-variation (TV) minimization (min.), using beam's-eye-view dosimetrics (BEVD) guided beam selection. The convex programming based reweighted TV min. assures the simplified fluence-map, which facilitates single-aperture selection at each station for single-arc delivery. For the rotational arc treatment planning and non-uniform beam angle setting, the mathematical model needs to be modified by additional penalty term describing the fluence-map similarity and by determination of appropriate angular weighting factors. The proposed algorithm with additional penalty term is capable of achieving more efficient and deliverable plans adaptive to the conventional VMAT and SPORT planning schemes by reducing the dose delivery time about 5 to 10 s in three clinical cases (one prostate and two head-and-neck (HN) cases with a single and multiple targets). The BEVD guided beam selection provides effective and yet easy calculating methodology to select angles for denser, non-uniform angular sampling in SPORT planning. Our BEVD guided SPORT treatment schemes improve the dose sparing to femoral heads in the prostate and brainstem, parotid glands and oral cavity in the two HN cases, where the mean dose reduction of those organs ranges from 0.5 to 2.5 Gy. Also, it increases the conformation number assessing the dose conformity to the target from 0.84, 0.75 and 0.74 to 0.86, 0.79 and 0.80 in the prostate and two HN cases, while preserving the delivery efficiency, relative to conventional single-arc VMAT plans.
引用
收藏
页码:N71 / N82
页数:12
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