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GPU-accelerated 3D volumetric X-ray-induced acoustic computed tomography

机译:GPU加速的3D体积X射线诱发的声学计算机断层扫描

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摘要

X-ray acoustic imaging is a hybrid biomedical imaging technique that can acoustically monitor X-ray absorption distribution in biological tissues through the X-ray induced acoustic effect. In this study, we developed a 3D volumetric X-ray-induced acoustic computed tomography (XACT) system with a portable pulsed X-ray source and an arc-shaped ultrasound array transducer. 3D volumetric XACT images are reconstructed via the back-projection algorithm, accelerated by a custom-developed graphics processing unit (GPU) software. Compared with a CPU-based software, the GPU software reconstructs an image over 40 times faster. We have successfully acquired 3D volumetric XACT images of various lead targets, and this work shows that the 3D volumetric XACT system can monitor a high-resolution X-ray dose distribution and image X-ray absorbing structures inside biological tissues.
机译:X射线声成像是一种混合生物医学成像技术,可以通过X射线诱发的声效应来声学监测生物组织中X射线的吸收分布。在这项研究中,我们开发了具有便携式脉冲X射线源和弧形超声阵列换能器的3D体积X射线诱导声计算机断层扫描(XACT)系统。通过反投影算法重建3D体积XACT图像,并通过定制开发的图形处理单元(GPU)软件加速。与基于CPU的软件相比,GPU软件重建图像的速度快40倍以上。我们已经成功获取了各种铅靶的3D体积XACT图像,并且这项工作表明3D体积XACT系统可以监视生物组织内部的高分辨率X射线剂量分布和图像X射线吸收结构。

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