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使用相关性识别 SBRT 肝脏 4D CT 图像采集误差。

4D CT image acquisition errors in SBRT of liver identified using correlation.

机构信息

Department of Radiation Oncology, University of Utah, Salt Lake City, UT 84112, USA.

出版信息

J Appl Clin Med Phys. 2012 Jan 5;13(1):3564. doi: 10.1120/jacmp.v13i1.3564.

Abstract

In the AAPM Report 80, the imaging modality of 4D CT and respiration-correlated CT was declared a "promising solution for obtaining high-quality CT data in the presence of respiratory motion". To gather anatomically correct data over time, the existence of correlation between the internal organ movement and an external surrogate has to be assumed. For the in-house evaluation of such correlation, we retrospectively analyzed 21 four-dimensional computer tomography (4D CT) scans of five patients, out of which the artifacts experienced in three patients are shown here. To provide context and a baseline for the analysis of patient motion, a real-tissue liver phantom was used with a solid water block and liver tissue. The superior-inferior motion of fiducials in phantom and patients was correlated to the recorded anterior-posterior motion of an external surrogate marker on the chest. The use of a solid water block yielded a measurable correlation coefficient of 0.98 or better using a sinusoidal animation pattern. With sinusoidally-animated liver tissue, the minimum correlation observed was 0.96. Comparing this to retrospective patient data, we found three cases of a change in the correlation coefficient, or simply a low correlation. The source of this low correlation was investigated by careful examination of the breathing traces and the CT-phase assignments used to reconstruct the datasets. Consequences of nonregular breathing are elaborated on. We demonstrate the impact of wrong phase assignments and missing image information in the 4D CT phase sampling processes. We also show how daily patient-based correlation analysis can indicate changes in breathing traces, which can be significant enough to decrease, or completely eliminate, previously existing correlation.

摘要

在 AAPM 报告 80 中,4D CT 和呼吸相关 CT 的成像方式被宣布为“在存在呼吸运动的情况下获得高质量 CT 数据的有前途的解决方案”。为了随时间收集解剖正确的数据,必须假设内部器官运动与外部替代物之间存在相关性。为了对内相关的这种相关性进行评估,我们回顾性地分析了五名患者的 21 次四维计算机断层扫描(4D CT),其中三名患者出现的伪影显示在此处。为了提供分析患者运动的背景和基准,使用具有实心水块和肝组织的真实组织肝体模。体模和患者中的标记物的上下运动与记录在胸部外部替代标记物的前后运动相关联。使用实心水块,使用正弦动画模式可产生可测量的相关系数为 0.98 或更高。对于正弦动画的肝组织,观察到的最小相关性为 0.96。将其与回顾性患者数据进行比较,我们发现有三个病例相关系数发生变化,或者相关性很低。通过仔细检查呼吸轨迹和用于重建数据集的 CT 相位分配,研究了这种低相关性的来源。详细阐述了不规则呼吸的后果。我们展示了在 4D CT 相位采样过程中错误相位分配和缺少图像信息的影响。我们还展示了如何每天基于患者的相关性分析可以指示呼吸轨迹的变化,这些变化足以降低,甚至完全消除,先前存在的相关性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec9a/5716128/2253fb5d53d4/ACM2-13-164-g001.jpg

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