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Conceptual Design and Simulation Study of an ROI-Focused Panel-PET Scanner

机译:专注于ROI的Panel-PET扫描仪的概念设计和仿真研究

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摘要

Positron emission tomography (PET) is an important imaging modality for clincial use. Conventionally, the PET scanner is generally built to provide a roomy enough transverse field-of-view (FOV) for imaging most adults’ torsos. However, in many cases, the region-of-interest (ROI) for imaging is usually a small area inside the human body. Therefore, to fulfill a PET system which provides an FOV comparable in size to the target ROI seems appealing and more cost effective. Meanwhile, such a PET system has the potential for portable or bedside application with the reduced system size. In this work, we have investigated the feasibility of using dual-headed panel-detectors to build an ROI-focused PET scanner. A novel windowed list-mode ordered subset expectation maximization method was developed to perform the ROI image reconstruction. With this method, the ROI of the object can be reconstructed from the coincidences whose position determined by time-of-flight (TOF) measurements was inside the ROI. Monte Carlo simulation demonstrates the feasibility of detecting lesions not less than 1 cm in diameter, with a 300 ps full width at half maximum timing resolution. As a critical system performance, the impact of TOF information on image quality has been studied and the required TOF capability was assessed. With enhanced timing resolution, the distortions and artifacts were reduced effectively. The further improved TOF capability also shows a noticeable improvement of detection performance for low uptake lesions, as well as the recovery speed of lesion contrast, which is of practical significance in the lesion detection task.
机译:正电子发射断层扫描(PET)是临床使用的一种重要成像方式。常规上,PET扫描仪通常被构造为提供足够大的横向视场(FOV),以对大多数成年人的躯干进行成像。但是,在许多情况下,成像的感兴趣区域(ROI)通常是人体内部的一小块区域。因此,要实现一种PET系统,该系统提供的FOV尺寸可与目标ROI相媲美,这似乎很有吸引力并且更具成本效益。同时,这种PET系统具有减小的系统尺寸,可用于便携式或床头应用的潜力。在这项工作中,我们研究了使用双头面板检测器来构建聚焦于ROI的PET扫描仪的可行性。开发了一种新颖的窗口列表模式有序子集期望最大化方法来进行ROI图像重建。使用这种方法,可以从通过飞行时间(TOF)测量确定的位置在ROI内的重合处重建对象的ROI。蒙特卡洛仿真证明了检测直径不小于1 cm,全宽度为300 ps,最大时序分辨率为一半的病变的可行性。作为关键的系统性能,已经研究了TOF信息对图像质量的影响,并评估了所需的TOF能力。通过提高时序分辨率,可以有效减少失真和伪影。进一步提高的TOF能力还显示出对低摄取病变的检测性能有了显着提高,并且病变对比的恢复速度也有了显着提高,这在病变检测任务中具有实际意义。

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