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评估一种用于仅磁共振成像放射治疗的商业合成计算机断层成像生成解决方案。

Evaluation of a commercial synthetic computed tomography generation solution for magnetic resonance imaging-only radiotherapy.

机构信息

Institut de Cancérologie de l'Ouest, Angers, France.

出版信息

J Appl Clin Med Phys. 2021 Jun;22(6):191-197. doi: 10.1002/acm2.13236. Epub 2021 May 27.

Abstract

PURPOSE

To evaluate the Siemens solution generating Synthetic computed tomography (sCT) for magnetic resonance imaging (MRI)-only radiotherapy (RT).

METHOD

A retrospective study was conducted on 47 patients treated with external beam RT for brain or prostate cancer who underwent both MRI and CT for treatment planning. sCT images were generated from MRI using automatic bulk densities segmentation. The geometric accuracy of the sCT was assessed by comparing the Hounsfield Units (HU) difference between sCT and CT for bone structures, soft-tissue, and full body contour. VMAT plans were computed on the CT for treatment preparation and then copied and recalculated with the same monitor units on the sCT using the AcurosXB algorithm. A 1%-1mm gamma analysis was performed and DVH metrics for the Planning Target Volume (PTV) like the D  and the D were compared. In addition, we evaluate the usability of sCT for daily position verification with cone beam computed tomography (CBCT) for 14 prostate patients by comparing sCT/CBCT registration results to CT/CBCT.

RESULTS

Mean HU differences were small except for the skull (207 HU) and right femoral head of four patients where significant aberrations were found. The mean gamma pass rate was 73.2% for the brain and 84.7% for the prostate and D were smaller than 0.5%. Large differences for the D of the prostate group could be correlated to low Dice index of the PTV. The mean difference of translations and rotations were inferior to 3.5 mm and 0.2° in all directions with a major difference in the anterior-posterior direction.

CONCLUSION

The performances of the software were shown to be similar to other sCT generation algorithms in terms of HU difference, dose comparison and daily image localization.

摘要

目的

评估西门子公司为磁共振成像(MRI)仅放疗(RT)生成合成计算机断层扫描(sCT)的解决方案。

方法

对 47 例接受脑部或前列腺癌外照射 RT 治疗的患者进行了回顾性研究,这些患者均同时进行了 MRI 和 CT 治疗计划。sCT 图像是通过自动体密度分割从 MRI 生成的。通过比较骨结构、软组织和全身轮廓的 sCT 和 CT 的 Hounsfield 单位(HU)差异来评估 sCT 的几何精度。使用 AcurosXB 算法在 CT 上计算 VMAT 计划,并将相同的 MU 复制并重新计算到 sCT 上。对计划靶区(PTV)的 D 和 D 等剂量学参数进行了 1%-1mm 的伽马分析,并进行了比较。此外,我们通过比较 14 例前列腺患者的 sCT/CBCT 注册结果与 CT/CBCT,评估了 sCT 用于日常位置验证的可用性。

结果

除颅骨(207 HU)和 4 名患者的右侧股骨头外,HU 差异的平均值较小,在这些部位发现了明显的偏差。脑部的平均伽马通过率为 73.2%,前列腺为 84.7%,D 均小于 0.5%。前列腺组 D 的较大差异可与 PTV 的低 Dice 指数相关。在所有方向上,平移和旋转的平均差异均小于 3.5mm 和 0.2°,在前-后方向上差异较大。

结论

就 HU 差异、剂量比较和日常图像定位而言,该软件的性能与其他 sCT 生成算法相似。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9666/8200507/a1bd87f8b033/ACM2-22-191-g001.jpg

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