YRT-PET:一种开源的GPU加速图像重建引擎,用于 pozitron发射断层扫描
Yassir Najmaoui1, Yanis Chemli2, Maxime Toussaint3
1Yale Biomedical Imaging Institute and Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA and the Interdisciplinary Institute for Technological Innovation, Université de Sherbrooke, Sherbrooke, QC, Canada.
YRT-PET是一种新的开源工具包,用于正电子发射断层扫描 (PET) 图像重建. 它为开发先进的PET成像算法和系统提供了灵活性,速度和互操作性.
科学领域:
- 医疗成像医学成像
- 计算科学 计算科学
背景情况:
- pozitron发射断层扫描 (PET) 图像重建依赖于精确的扫描仪模型,通常是专有的,限制了研究.
- 现有的开源工具缺乏可重复使用代码,速度和可扩展性的统一引擎.
研究的目的:
- 介绍YRT-PET,这是一个开源工具包,用于灵活,可复制和快速的PET图像重建.
- 为先进的算法开发和扫描系统研究提供互操作性和可扩展性.
主要方法:
- 在C++中开发了YRT-PET,具有CUDA支持的GPU加速和Python绑定.
- 实现了用于多扫描仪支持的插件系统,并纳入了诸如飞行时间和运动校正等功能.
主要成果:
- 在两个扫描仪上对动态成像,运动校正,深度图像先验和有限角度几何学进行了评估.
- 与现有工具相比,在图像质量和校正效率方面表现出良好的一致性.
结论:
- YRT-PET为PET图像重建研究提供了一种多功能,高性能的开源解决方案.
- 该工具包有助于开发新的重建算法和新的PET扫描系统.
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