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Evaluation of dosimetric misrepresentations from 3D conventional planning of liver SBRT using 4D deformable dose integration

机译:使用4D可变形剂量集成评估3D常规规划的肝脏SBRT的常规规划的评估

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The purpose of this study is to evaluate dosimetric errors in 3D conventional planning of stereotactic body radiotherapy (SBRT) by using a 4D deformable image registration (DIR)-based dose-warping and integration technique. Respiratory-correlated 4D CT image sets with 10 phases were acquired for four consecutive patients with five liver tumors. Average intensity projection (AIP) images were used to generate 3D conventional plans of SBRT. Quasi-4D path-integrated dose accumulation was performed over all 10 phases using dose-warping techniques based on DIR. This result was compared to the conventional plan in order to evaluate the appropriateness of 3D (static) dose calculations. In addition, we consider whether organ dose metrics derived from contours defined on the average intensity projection (AIP), or on a reference phase, provide the better approximation of the 4D values. The impact of using fewer ( 10 ) phases was also explored. The AIP-based 3D planning approach overestimated doses to targets by 1.4% to 8.7% (mean 4.2%) and underestimated dose to normal liver by up to 8% (mean ? 5.5 % ; range ? 2.3 % to ? 8.0 % ), compared to the 4D methodology. The homogeneity of the dose distribution was overestimated when using conventional 3D calculations by up to 24%. OAR doses estimated by 3D planning were, on average, within 10% of the 4D calculations; however, differences of up to 100% were observed. Four-dimensional dose calculation using 3 phases gave a reasonable approximation of that calculated from the full 10 phases for all patients, which is potentially useful from a workload perspective. 4D evaluation showed that conventional 3D planning on an AIP can significantly overestimate target dose (ITV and GTV + 5 mm ), underestimate normal liver dose, and overestimate dose homogeneity. Implementing nonadaptive quasi-4D dose calculation can highlight the potential limitation of 3D conventional SBRT planning and the resultant misrepresentations of dose in some regions affected by motion and deformation. Where the 4D approach is unavailable, contouring on the full expiration phase may yield more accurate dose calculations, most relevant in the case of the healthy liver, but the absolute dose differences are in general small for the other healthy organs. The technique has the potential to quantify under- and over-dosage and improve treatment plan evaluation, retrospective plan analysis, and clinical outcome correlation.PACS numbers: 87.55.-x, 87.55.D-, 87.55.de, 87.55.dk, 87.55.Qr, 87.57.nj
机译:本研究的目的是通过使用4D可变形的图像配准(DIR)的剂量翘曲和集成技术来评估立体定向体放射治疗(SBRT)的3D常规规划中的剂量误差。将呼吸相关的4D CT图像组与10个阶段的四个连续的五个肝肿瘤患者获得。平均强度投影(AIP)图像用于生成SBRT的3D传统计划。使用基于DIR的剂量翘曲技术在所有10个阶段上进行准4D路径集成剂量积累。将该结果与传统计划进行比较,以评估3D(静态)剂量计算的适当性。另外,我们考虑是否从平均强度投影(AIP)上定义的轮廓或参考阶段的轮廓衍生的器官剂量指标提供了4D值的更好近似。还探讨了使用更少(10)个阶段的影响。基于AIP的3D规划方法将靶向剂量高估为1.4%至8.7%(平均4.2%)并低估到正常肝脏的剂量高达8%(平均值?5.5%;范围?2.3%到?8.0%)比较到4D方法。使用常规3D计算高达24%时,剂量分布的均匀性升高。 3D规划估计的OAR剂量平均在4D计算的10%内;然而,观察到高达100%的差异。使用3个阶段的四维剂量计算给出了从所有患者的完整10个阶段计算的合理近似,这可能是从工作量的角度来看的。图4D评价显示,AIP上的常规3D规划可以显着高估目标剂量(ITV和GTV + 5mm),低估正常肝剂量,高估剂量均匀性。实施非洗涤准4D剂量计算可以突出3D常规SBRT规划的潜在限制以及在受运动和变形影响的一些区域中的剂量的所得歪曲。在4D方法不可用的情况下,在完全到期阶段的轮廓可能会产生更准确的剂量计算,在健康肝脏的情况下最相关,但是对于其他健康器官,绝对剂量差异一般小。该技术具有量化且过度用量和改善治疗计划评估,回顾性计划分析和临床结果相关性.PACS编号:87.55.-x,87.55.d-,87.55.de,87.55.dk,87.55 .qr,87.57.nj.

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