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Image registration and data fusion in radiation therapy

机译:放射治疗中的图像配准和数据融合

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ABSTRACT. This paper provides an overview of image registration and data fusion techniques used in radiation therapy, and examples of their use. They are used at all stages of the patient management process; for initial diagnosis and staging, during treatment planning and delivery, and after therapy to help monitor the patients' response to treatment. Most treatment planning systems now support some form of interactive or automated image registration and provide tools for mapping information, such as tissue outlines and computed dose from one imaging study to another. To complement this, modern treatment delivery systems offer means for acquiring and registering 2D and 3D image data at the treatment unit to aid patient setup. Techniques for adapting and customizing treatments during the course of therapy using 3D and 4D anatomic and functional imaging data are currently being introduced into the clinic. These techniques require sophisticated image registration and data fusion technology to accumulate properly the delivered dose and to analyse possible physiological and anatomical changes during treatment. Finally, the correlation of radiological changes after therapy with delivered dose also requires the use of image registration and fusion techniques.
机译:抽象。本文概述了放射治疗中使用的图像配准和数据融合技术,并举例说明了它们的使用。它们被用于患者管理过程的所有阶段。用于初步诊断和分期,治疗计划和交付期间以及治疗后,以帮助监测患者对治疗的反应。现在,大多数治疗计划系统都支持某种形式的交互式或自动图像配准,并提供了用于映射信息的工具,例如从一个成像研究到另一个成像研究的组织轮廓和计算出的剂量。为了补充这一点,现代的治疗提供系统提供了在治疗单元获取和注册2D和3D图像数据的手段,以帮助患者进行设置。目前正在临床中引入使用3D和4D解剖和功能成像数据在治疗过程中适应和定制治疗的技术。这些技术需要复杂的图像配准和数据融合技术,以正确累积所输送的剂量并分析治疗期间可能的生理和解剖变化。最后,治疗后放射学变化与给药剂量之间的相关性还要求使用图像配准和融合技术。

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