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Real-Time Imaging System for the OpenPET

机译:OpenPET实时成像系统

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The OpenPET and its real-time imaging capability have great potential for real-time tumor tracking in medical procedures such as biopsy and radiation therapy. For the real-time imaging system, we intend to use the one-pass list-mode dynamic row-action maximum likelihood algorithm (DRAMA) and implement it using general-purpose computing on graphics processing units (GPGPU) techniques. However, it is difficult to make consistent reconstructions in real-time because the amount of list-mode data acquired in PET scans may be large depending on the level of radioactivity, and the reconstruction speed depends on the amount of the list-mode data. In this study, we developed a system to control the data used in the reconstruction step while retaining quantitative performance. In the proposed system, the data transfer control system limits the event counts to be used in the reconstruction step according to the reconstruction speed, and the reconstructed images are properly intensified by using the ratio of the used counts to the total counts. We implemented the system on a small OpenPET prototype system and evaluated the performance in terms of the real-time tracking ability by displaying reconstructed images in which the intensity was compensated. The intensity of the displayed images correlated properly with the original count rate and a frame rate of 2 frames per second was achieved with average delay time of 2.1 s.
机译:OpenPET及其实时成像功能在活检和放射治疗等医疗程序中具有实时肿瘤追踪的巨大潜力。对于实时成像系统,我们打算使用单遍列表模式动态行动作最大似然算法(DRAMA),并使用图形处理单元(GPGPU)技术上的通用计算来实现它。然而,由于在PET扫描中获取的列表模式数据的量可能取决于放射性水平,并且重建速度取决于列表模式数据的量,因此难以实时地进行一致的重构。在这项研究中,我们开发了一个系统,可在保留定量性能的同时控制重建步骤中使用的数据。在所提出的系统中,数据传输控制系统根据重建速度来限制在重建步骤中使用的事件计数,并且通过使用所使用的计数与总计数的比率来适当地增强重建的图像。我们在小型OpenPET原型系统上实施了该系统,并通过显示其中补偿了强度的重建图像,根据实时跟踪能力评估了性能。所显示图像的强度与原始计数率正确相关,并且以2.1 s的平均延迟时间实现了每秒2帧的帧速率。

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