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Management of three-dimensional intrafraction motion through real-time DMLC tracking

机译:通过实时DMLC跟踪管理三维内部运动

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摘要

Tumor tracking using a dynamic multileaf collimator (DMLC) represents a promising approach for intrafraction motion management in thoracic and abdominal cancer radiotherapy. In this work, we develop, empirically demonstrate, and characterize a novel 3D tracking algorithm for real-time, conformal, intensity modulated radiotherapy (IMRT) and volumetric modulated arc therapy (VMAT)-based radiation delivery to targets moving in three dimensions. The algorithm obtains real-time information of target location from an independent position monitoring system and dynamically calculates MLC leaf positions to account for changes in target position. Initial studies were performed to evaluate the geometric accuracy of DMLC tracking of 3D target motion. In addition, dosimetric studies were performed on a clinical linac to evaluate the impact of real-time DMLC tracking for conformal, step-and-shoot (S-IMRT), dynamic (D-IMRT), and VMAT deliveries to a moving target. The efficiency of conformal and IMRT delivery in the presence of tracking was determined. Results show that submillimeter geometric accuracy in all three dimensions is achievable with DMLC tracking. Significant dosimetric improvements were observed in the presence of tracking for conformal and IMRT deliveries to moving targets. A gamma index evaluation with a 3%–3 mm criterion showed that deliveries without DMLC tracking exhibit between 1.7 (S-IMRT) and 4.8 (D-IMRT) times more dose points that fail the evaluation compared to corresponding deliveries with tracking. The efficiency of IMRT delivery, as measured in the lab, was observed to be significantly lower in case of tracking target motion perpendicular to MLC leaf travel compared to motion parallel to leaf travel. Nevertheless, these early results indicate that accurate, real-time DMLC tracking of 3D tumor motion is feasible and can potentially result in significant geometric and dosimetric advantages leading to more effective management of intrafraction motion. In order to visually illustrate the algorithm, a movie of MLC tracking for a conformal field has been added to the submission as EPAPS.
机译:使用动态多叶准直仪(DMLC)跟踪肿瘤代表了在胸腔和腹部癌放射治疗中进行分数内运动管理的有前途的方法。在这项工作中,我们开发,经验证明和表征了一种新颖的3D跟踪算法,用于实时,共形,基于强度调制的放射治疗(IMRT)和基于体积调制电弧治疗(VMAT)的放射传递到在三个维度上移动的目标。该算法从独立的位置监控系统获取目标位置的实时信息,并动态计算MLC叶位置以解决目标位置的变化。进行了初步研究,以评估DMLC跟踪3D目标运动的几何精度。此外,还对临床直线加速器进行了剂量学研究,以评估实时DMLC跟踪对保形,分步拍摄(S-IMRT),动态(D-IMRT)和VMAT传递至移动目标的影响。确定了存在跟踪时保形和IMRT传递的效率。结果表明,使用DMLC跟踪可以在所有三个维度上实现亚毫米的几何精度。在跟踪保形和IMRT交付给移动目标的情况下,观察到了明显的剂量学改进。以3%–3 mm的标准进行的伽马指数评估显示,与采用追踪的相应交付相比,未进行DMLC追踪的交付失败的评估的剂量点高出1.7(S-IMRT)至4.8(D-IMRT)倍。观察到,在实验室中测得的IMRT传递效率与平行于叶片行进的运动相比,追踪垂直于MLC叶片行进的目标运动的效率要低得多。然而,这些早期结果表明,对3D肿瘤运动进行准确,实时的DMLC跟踪是可行的,并且可能潜在地带来显着的几何和剂量优势,从而可以更有效地处理内分运动。为了在视觉上说明该算法,已将针对保形场的MLC跟踪影片添加为EPAPS作为提交内容。

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