Optimization of the positron emission tomography image resolution by using quantum entanglement concept

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
H. Eslami, M. Mohamadian
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引用次数: 0

Abstract

The application of quantum entanglement in the analysis of photons in PET imaging systems has the potential to significantly improve image quality. By acquiring additional information beyond the conventional PET system data, the polarization of coincidence photons reaching the detectors can optimally separate correct and incorrect received data. Since these photons are entangled, measuring their polarization can provide new information about related photon pairs, or true events. In this research, we demonstrate the potential for using the polarization of entangled photons to improve the image quality of PET imaging systems. We first investigate the theory of Compton scattering of 511 keV gamma photons resulting from positron annihilation using the GEANT4 object-oriented tool. Next, we survey the possibility of using quantum entanglement in a Compton PET system. We then develop new source code in the GATE program to design a new system capable of detecting the polarization of 511 keV gamma photons resulting from positron annihilation, which was not previously possible in this software. This adds a new feature to the GAET software. Finally, we compare the reconstructed images from the new proposed system and conventional PET systems, illustrating a significant enhancement in image quality.

利用量子纠缠概念优化正电子发射断层扫描图像分辨率
在 PET 成像系统的光子分析中应用量子纠缠有可能显著提高图像质量。通过获取传统 PET 系统数据之外的额外信息,到达探测器的重合光子的偏振可以以最佳方式区分正确和错误的接收数据。由于这些光子是纠缠的,测量它们的偏振可以提供相关光子对或真实事件的新信息。在这项研究中,我们展示了利用纠缠光子的偏振改善 PET 成像系统图像质量的潜力。我们首先使用 GEANT4 面向对象工具研究了正电子湮灭产生的 511 keV 伽玛光子的康普顿散射理论。接着,我们研究了在康普顿 PET 系统中使用量子纠缠的可能性。然后,我们在 GATE 程序中开发了新的源代码,设计出一种新的系统,能够探测正电子湮灭产生的 511 keV 伽玛光子的偏振,这在以前的软件中是不可能实现的。这为 GAET 软件增添了一项新功能。最后,我们比较了新系统和传统 PET 系统的重建图像,结果显示图像质量有了显著提高。
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来源期刊
The European Physical Journal Plus
The European Physical Journal Plus PHYSICS, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
8.80%
发文量
1150
审稿时长
4-8 weeks
期刊介绍: The aims of this peer-reviewed online journal are to distribute and archive all relevant material required to document, assess, validate and reconstruct in detail the body of knowledge in the physical and related sciences. The scope of EPJ Plus encompasses a broad landscape of fields and disciplines in the physical and related sciences - such as covered by the topical EPJ journals and with the explicit addition of geophysics, astrophysics, general relativity and cosmology, mathematical and quantum physics, classical and fluid mechanics, accelerator and medical physics, as well as physics techniques applied to any other topics, including energy, environment and cultural heritage.
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