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A comparison study: image-based vs signal-based retrospective gating on microCT

机译:一项比较研究:在microCT上基于图像和基于信号的回顾性门控

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Retrospective gating on animal studies with microCT has gained popularity in recent years. Previously, we use ECG signals for cardiac gating and breathing airflow or video signals of abdominal motion for respiratory gating. This method is adequate and works well for most applications. However, through the years, researchers have noticed some pitfalls in the method. For example, the additional signal acquisition step may increase failure rate in practice. X-Ray image-based gating, on the other hand, does not require any extra step in the scanning. Therefore we investigate image-based gating techniques. This paper presents a comparison study of the image-based versus signal-based approach to retrospective gating. The two application areas we have studied are respiratory and cardiac imaging for both rats and mice. Image-based respiratory gating on microCT is relatively straightforward and has been done by several other researchers and groups. This method retrieves an intensity curve of a region of interest (ROI) placed in the lung area on all projections. From scans on our systems based on step-and-shoot scanning mode, we confirm that this method is very effective. A detailed comparison between image-based and signal-based gating methods is given. For cardiac gating, breathing motion is not negligible and has to be dealt with. Another difficulty in cardiac gating is the relatively smaller amplitude of cardiac movements comparing to the respirational movements, and the higher heart rate. Higher heart rate requires high speed image acquisition. We have been working on our systems to improve the acquisition speed. A dual gating technique has been developed to achieve adequate cardiac imaging.
机译:近年来,利用microCT进行动物研究的回顾性门控越来越受欢迎。以前,我们使用ECG信号进行心脏门控和呼吸气流,或者使用腹部运动的视频信号进行呼吸门控。此方法是足够的,并且对于大多数应用程序都适用。但是,多年来,研究人员注意到该方法存在一些陷阱。例如,额外的信号采集步骤实际上可能增加故障率。另一方面,基于X射线图像的选通不需要任何额外的扫描步骤。因此,我们研究了基于图像的选通技术。本文介绍了基于图像和基于信号的回顾性门控方法的比较研究。我们研究的两个应用领域是大鼠和小鼠的呼吸和心脏成像。在microCT上基于图像的呼吸门控相对简单,并且已经由其他一些研究人员和研究小组完成。此方法检索所有投影上放置在肺区域中的感兴趣区域(ROI)的强度曲线。通过基于分步扫描模式的系统扫描,我们确认此方法非常有效。给出了基于图像的选通方法和基于信号的选通方法之间的详细比较。对于心脏门控,呼吸运动不可忽略,必须加以处理。心脏门控的另一个困难是,与呼吸运动相比,心脏运动的幅度相对较小,而心率较高。较高的心率需要高速图像采集。我们一直在努力提高系统的采集速度。已经开发了双重门控技术以实现足够的心脏成像。

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