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A 4D IMRT planning method using deformable image registration to improve normal tissue sparing with contemporary delivery techniques

机译:一种使用可变形图像配准的4D IMRT计划方法,以当代的递送技术改善正常组织的保留

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We propose a planning method to design true 4-dimensional (4D) intensity-modulated radiotherapy (IMRT) plans, called the t4Dplan method, in which the planning target volume (PTV) of the individual phases of the 4D computed tomography (CT) and the conventional PTV receive non-uniform doses but the cumulative dose to the PTV of each phase, computed using deformable image registration (DIR), are uniform. The non-uniform dose prescription for the conventional PTV was obtained by solving linear equations that required motion-convolved 4D dose to be uniform to the PTV for the end-exhalation phase (PTV50) and by constraining maximum inhomogeneity to 20%. A plug-in code to the treatment planning system was developed to perform the IMRT optimization based on this non-uniform PTV dose prescription. The 4D dose was obtained by summing the mapped doses from individual phases of the 4D CT using DIR. This 4D dose distribution was compared with that of the internal target volume (ITV) method. The robustness of the 4D plans over the course of radiotherapy was evaluated by computing the 4D dose distributions on repeat 4D CT datasets. Three patients with lung tumors were selected to demonstrate the advantages of the t4Dplan method compared with the commonly used ITV method. The 4D dose distribution using the t4Dplan method resulted in greater normal tissue sparing (such as lung, stomach, liver and heart) than did plans designed using the ITV method. The dose volume histograms of cumulative 4D doses to the PTV50, clinical target volume, lung, spinal cord, liver, and heart on the 4D repeat CTs for the two patients were similar to those for the 4D dose at the time of original planning.
机译:我们提出了一种计划方法,用于设计真正的4维(4D)强度调制放射治疗(IMRT)计划,称为t4Dplan方法,其中4D计算机断层扫描(CT)各个阶段的计划目标体积(PTV)和传统的PTV接收不均匀的剂量,但是使用可变形图像配准(DIR)计算的每个相的PTV累积剂量是均匀的。常规PTV的非均匀剂量处方是通过求解线性方程得出的,该线性方程要求在最终呼气阶段(PTV50)进行运动旋转的4D剂量与PTV一致,并将最大不均匀性限制为20%。开发了治疗计划系统的插件代码,以基于此非统一的PTV剂量处方执行IMRT优化。通过使用DIR对4D CT各个阶段的映射剂量求和,即可获得4D剂量。将此4D剂量分布与内部目标体积(ITV)方法进行了比较。通过计算重复4D CT数据集上的4D剂量分布,评估了4D计划在放射治疗过程中的鲁棒性。选择了三名患有肺肿瘤的患者,以证明t4Dplan方法与常用的ITV方法相比的优势。与使用ITV方法设计的计划相比,使用t4Dplan方法的4D剂量分布导致更大的正常组织备用(例如肺,胃,肝和心脏)。两名患者在4D重复CT上对PTV50累积的4D剂量,临床目标体积,肺,脊髓,肝脏和心脏的剂量体积直方图与最初计划时的4D剂量相似。

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