基于人工智能的合成计算机断层扫描技术的开发和临床实施中的挑战和机遇 仅用于磁共振辐射疗法
Fernanda Villegas1, Riccardo Dal Bello2, Emilie Alvarez-Andres3
1Department of Oncology-Pathology, Karolinska Institute, Solna, Sweden; Radiotherapy Physics and Engineering, Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Solna, Sweden.
概括
来自MRI的合成计算机断层扫描 (sCT) 可以取代放射治疗 (RT) 中的计划CT,降低成本和辐射暴露. 建立关于sCT调试和质量保证的共识对于广泛的临床采用至关重要.
科学领域:
- 医学物理 医学物理
- 放射治疗技术 放射治疗技术
- 医疗成像医学成像
背景情况:
- 来自MRI的合成CT (sCT) 为放射治疗 (RT) 规划提供了传统CT的替代方案.
- 这种方法可以减轻注册的不确定性,降低成本,并尽量减少患者的辐射暴露.
- 虽然CE/FDA批准的sCT解决方案在某些地区已经存在,但更广泛的实施面临挑战.
研究的目的:
- 为了解决关于临床整合的sCT调试和质量保证 (QA) 的缺乏共识.
- 概述MRI-onlyRT工作流程安全实施的关键要素.
- 报告2022年ESTRO物理研讨会专家讨论的成果.
主要方法:
- 在2022年ESTRO物理研讨会上举行的专家共识会议.
- 讨论的重点是sCT开发,调试和质量保证.
- 基于专家审议的立场论文的制定.
主要成果:
- 确定在sCT调试和QA方面缺乏共识,这是临床实施的障碍.
- 强调需要标准化方法,以确保安全有效的MRI-onlyRT工作流程.
- 概述了sCT开发和调试的关键要素.
结论:
- 对sCT调试和质量保证的标准化对于广泛的临床采用至关重要.
- 制定明确的指导方针将促进MRI-onlyRT工作流程的安全整合.
- 需要进一步的研究和合作来克服实施挑战.
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