改善患者对图像配准的质量保证:PET可变形图像配准的目标轮廓的临床用例。

IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Johnson Yuen, Joel Poder, Michael Jameson, Laurel Schmidt, Ryan Brown, Charlotte Atkinson, Shrikant Deshpande, Anna Ralston, Lois Holloway
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引用次数: 0

摘要

可变形图像配准(DIR)已被证明是一种宝贵的工具,以最大限度地提高放射肿瘤学多模态成像的临床效益。与在诊断和治疗的所有阶段使用的刚性图像配准(RIR)相反,DIR的采用受到对潜在不安全使用的担忧的限制。AAPM任务小组132 (TG132)发表了一份关于图像配准使用的报告,其中包括许多关于在治疗计划和交付中临床整合配准的建议。将注册不确定性纳入处理余地(第6节)仍存在不确定性。A, TG 132),在临床实践中的挑战。这项工作的目的是报告我们在实施基于AAPM工作组132报告建议的实用的、针对患者的质量保证过程方面的经验。这项工作包括根据我们解决实施过程中发现的漏洞的经验,使用PET和可变形图像配准改进我们的目标轮廓过程。一个多学科团队根据AAPM TG132报告中关于放射治疗中使用图像配准的用例,为患者特定的图像配准质量保证(RIR或DIR)创建了流程图。根据AAPM TG132建议评估了从该实现中发现的漏洞。这些发现用于调整我们针对患者的质量保证,以减轻漏洞。在图像配准的最后几个步骤中发现了主要的漏洞。在临床应用中存在不适当使用配准的可能性,例如图像配准精度水平较差的目标轮廓。我们在质量保证过程中对漏洞进行了调整。引入了一种新的物理图像配准QA任务,独立检查目标轮廓的配准准确性和适当性,解决了AAPM TG132流程图最后步骤的漏洞。一个多学科团队实施了由AAPM TG132概述的图像配准过程。通过引入独立的物理图像配准审查,开发了改进的患者特定质量保证流程,该审查考虑了所讨论的特定临床用例的可接受的配准不确定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving patient specific quality assurance for image registration: clinical use case of target contouring for PET deformable image registration.

Deformable image registration (DIR) has proven to be an invaluable tool to maximize the clinical benefits of multimodality imaging in radiation oncology. In contrast to rigid image registration (RIR), which is employed at all stages of diagnosis and treatment, the uptake of DIR has been constrained by concerns over the potential for unsafe use. The AAPM Task Group 132 (TG132) published a report on the use of image registration, including many recommendations on clinical integration of registration in treatment planning and delivery. There is a remaining uncertainty on incorporating registration uncertainties into treatment margins (Sect. 6.A, TG 132), a challenge in clinical practice. The aim of this work was to report our experience in implementing a practical, patient specific quality assurance process based on the AAPM Task Group 132 report recommendations. This work includes refining our process of target contouring using PET with deformable image registration based on our experience of addressing vulnerabilities identified during implementation. A multidisciplinary team created a flowchart for patient specific quality assurance for image registration (RIR or DIR) based on use cases defined in the AAPM TG132 Report on the use of image registration in radiotherapy. Vulnerabilities identified from this implementation were assessed relative to AAPM TG132 recommendations. These findings were used to adapt our patient specific quality assurance to mitigate vulnerabilities. The main vulnerabilities were identified in the last steps of image registration. There was potential for inappropriate use of the registration for clinical use, such as target contouring where the image registration accuracy level was poor. Vulnerabilities were addressed by an adaptation in our quality assurance process. A new physics image registration QA task was introduced that independently checks registration accuracy and appropriateness of target contouring, addressing the vulnerability in the last steps of the AAPM TG132 flowchart. A multi-disciplinary team implemented the image registration process outlined by AAPM TG132. An improved patient specific quality assurance process was developed by introducing an independent physics image registration review that considers the acceptable registration uncertainty for the specific clinical use case in question.

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CiteScore
8.40
自引率
4.50%
发文量
110
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