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技术说明:用于 L 形直线加速器上剂量跟踪和自适应放疗的新型迭代重建锥形束 CT 图像的特性描述。

Technical note: Characterization of novel iterative reconstructed cone beam CT images for dose tracking and adaptive radiotherapy on L-shape linacs.

机构信息

Department of Radiation Oncology, Mayo Clinic, Phoenix, Arizona, USA.

Department of Physics, Washington University in St. Louis, St. Louis, Missouri, USA.

出版信息

Med Phys. 2022 Dec;49(12):7715-7732. doi: 10.1002/mp.15943. Epub 2022 Sep 9.

Abstract

BACKGROUND

Cone-beam computed tomography (CBCT) allows for patient setup and positioning, and potentially dose verification or adaptive replanning prior to each treatment delivery. Poor CBCT image quality due to scatter artifacts and patient motion has been a major limiting factor. A new image reconstruction algorithm was recently clinically implemented for improving image quality through iterative reconstruction (iCBCT).

PURPOSE

This study aims to characterize iCBCT image quality, establish image value (HU)-to-relative electron density (RED) calibration curves for dose calculation, and assess the dosimetric accuracy for different anatomical sites.

MATERIAL AND METHODS

Both conventional CBCT and iCBCT scans were acquired from a Varian TrueBeam On-Board Imager system. A Catphan 604 phantom was scanned to compare image quality between the traditional Feldkamp-Davis-Kress (FDK) and novel iterative reconstruction techniques. Computerized Imaging Reference Systems (CIRS) electron density phantom was used to construct site-specific HU-RED curves corresponding to various scan settings. The CIRS Dynamic Thorax phantom, Rando pelvis phantom, and BrainLab head phantom were used for assessing dosimetric accuracy calculated on iCBCT images, compared to that on traditional FDK-based CBCT images. All phantoms were scanned on a computed tomography (CT) to obtain baseline HU values for comparison.

RESULTS

Test results obtained from Catphan showed statistically significant improvement with iCBCT, compared to FDK CBCT. Average HU differences from the baseline CT values were improved to within ±30 HU for iCBCT, compared to FDK CBCT for phantom studies. Dose calculated on iCBCT for both phantoms and patient cases directly using baseline HU-RED calibration from CT showed 0.5%-2.0% accuracy from the baseline dose calculated on CT, which is comparable to doses calculated using site-specific HU-RED calibration curves.

CONCLUSION

iCBCT provides improved image quality, improved HU accuracy compared to CT baseline, and has potential to provide online dose verification as part of the adaptive radiotherapy workflow directly using the baseline HU-RED calibration curve from CT.

摘要

背景

锥形束计算机断层扫描(CBCT)可用于患者摆位和定位,并且在每次治疗前都有可能进行剂量验证或自适应重新计划。由于散射伪影和患者运动导致的 CBCT 图像质量差一直是一个主要的限制因素。最近,一种新的图像重建算法已在临床上实施,通过迭代重建(iCBCT)来提高图像质量。

目的

本研究旨在描述 iCBCT 的图像质量,为剂量计算建立图像值(HU)与相对电子密度(RED)校准曲线,并评估不同解剖部位的剂量学准确性。

材料和方法

使用瓦里安 TrueBeam 机载成像系统获取传统 CBCT 和 iCBCT 扫描。对 Catphan 604 体模进行扫描,以比较传统 Feldkamp-Davis-Kress(FDK)和新型迭代重建技术之间的图像质量。使用计算机成像参考系统(CIRS)电子密度体模构建与各种扫描设置相对应的特定部位 HU-RED 曲线。使用 CIRS 动态胸部体模、Rando 骨盆体模和 BrainLab 头部体模来评估在 iCBCT 图像上计算的剂量学准确性,并与传统基于 FDK 的 CBCT 图像上的准确性进行比较。所有体模均在 CT 上进行扫描,以获得用于比较的基线 HU 值。

结果

Catphan 的测试结果表明,与 FDK CBCT 相比,iCBCT 具有统计学上的显著改善。与 FDK CBCT 相比,对于体模研究,iCBCT 的平均 HU 差值提高到±30 HU 以内。直接使用 CT 上的基线 HU-RED 校准在 iCBCT 上计算得到的剂量与在 CT 上计算得到的基线剂量相比,精度在 0.5%至 2.0%之间,与使用特定部位 HU-RED 校准曲线计算的剂量相当。

结论

iCBCT 提供了更高的图像质量,与 CT 基线相比提高了 HU 的准确性,并有可能通过直接使用 CT 上的基线 HU-RED 校准曲线作为自适应放射治疗工作流程的一部分,提供在线剂量验证。

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