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Optimization approaches to volumetric modulated arc therapy planning

机译:容积调制弧光治疗计划的优化方法

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Volumetric modulated arc therapy (VMAT) has found widespread clinical application in recent years. A large number of treatment planning studies have evaluated the potential for VMAT for different disease sites based on the currently available commercial implementations of VMAT planning. In contrast, literature on the underlying mathematical optimization methods used in treatment planning is scarce. VMAT planning represents a challenging large scale optimization problem. In contrast to fluence map optimization in intensity-modulated radiotherapy planning for static beams, VMAT planning represents a nonconvex optimization problem. In this paper, the authors review the state-of-the-art in VMAT planning from an algorithmic perspective. Different approaches to VMAT optimization, including arc sequencing methods, extensions of direct aperture optimization, and direct optimization of leaf trajectories are reviewed. Their advantages and limitations are outlined and recommendations for improvements are discussed. (C) 2015 American Association of Physicists in Medicine.
机译:近年来,容积调制电弧治疗(VMAT)已发现广泛的临床应用。大量治疗计划研究已基于VMAT计划的当前商业实施情况评估了不同疾病部位VMAT的潜力。相反,关于用于治疗计划的基本数学优化方法的文献很少。 VMAT规划代表了一个具有挑战性的大规模优化问题。与静态光束的强度调制放射治疗计划中的注量图优化相反,VMAT规划代表了非凸优化问题。在本文中,作者从算法的角度回顾了VMAT规划中的最新技术。审查了VMAT优化的不同方法,包括弧线排序方法,直接孔径优化的扩展以及叶轨迹的直接优化。概述了它们的优点和局限性,并讨论了改进建议。 (C)2015年美国医学物理学家协会。

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