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Physics > Medical Physics

arXiv:2502.14524v2 (physics)
[Submitted on 20 Feb 2025 (v1) , last revised 21 Feb 2025 (this version, v2)]

Title: Accelerated X-Ray Fluorescence Computed Tomography via Multi-Pencil-Beam Excitation

Title: 通过多笔束激发的加速X射线荧光计算机断层扫描

Authors:Ryder M. Schmidt, Daiki Hara, Jorge D. Vega, Marwan Abuhaija, Brett Bocian, Wendi Ma, Nesrin Dogan, Alan Pollack, Ge Wang, John C. Ford, Junwei Shi
Abstract: X-ray fluorescence computed tomography (XFCT), a form of X-ray molecular imaging, offers detailed quantitative imaging capabilities for high-Z metal nanoparticles (MNPs), which are widely studied for their applications in multifunctional theranostics. Due to its affordability and accessibility, the benchtop XFCT prototype typically employs a single-pixel detector (SPD) with single-pencil-beam (SPB) X-ray excitation. While this design (resembling the first-generation CT geometry) achieves reliable detection sensitivity, it is hindered by long imaging times. The use of simultaneous multiple-pencil-beam (MPB) excitation presents a promising solution to significantly reduce imaging times. In this study, we developed a repeatable workflow that combines Monte Carlo (MC) simulations and 3D printing to design Nbeam-MPB collimator, where Nbeam is the number of beams generated by the collimator. As an initial test, we fabricated a 2-MPB collimator and evaluated the performance of 2-MPB-based XFCT imaging on a physical phantom and small animals surgically implanted with agarose pellets containing gold chloride (H[AuCl4]). The results demonstrated a 2x acceleration in image acquisition without compromising the contrast-to-noise ratio (CNR). We further investigated the concept of Nbeam-MPB acceleration on the MC computational XFCT system, which confirmed the feasibility of achieving at least 4x acceleration with 4-MPB excitation. Combined with additional system optimization, such as X-ray beam flux optimization, XFCT imaging could be further accelerated, reducing acquisition time from hours to minutes and meeting the requirements for routine MNP imaging.
Abstract: X射线荧光计算机断层扫描(XFCT),一种X射线分子成像形式,为高Z金属纳米颗粒(MNPs)提供了详细的定量成像能力,这些纳米颗粒因其在多功能诊疗中的应用而被广泛研究。 由于其成本低廉和易于获取,台式XFCT原型通常采用单像素探测器(SPD)和单笔形束(SPB)X射线激发。 虽然这种设计(类似于第一代CT几何结构)实现了可靠的检测灵敏度,但受到成像时间较长的限制。 同时使用多个笔形束(MPB)激发是一种有前景的解决方案,可以显著减少成像时间。 在本研究中,我们开发了一种可重复的工作流程,结合蒙特卡罗(MC)模拟和3D打印来设计Nbeam-MPB准直器,其中Nbeam是准直器产生的光束数量。 作为初步测试,我们制造了一个2-MPB准直器,并在物理幻影和手术植入含有氯金酸(H[AuCl4])的琼脂糖珠的小动物上评估了基于2-MPB的XFCT成像性能。 结果表明,在不牺牲对比噪声比(CNR)的情况下,图像采集速度提高了2倍。 我们进一步在MC计算XFCT系统上研究了Nbeam-MPB加速的概念,这证实了使用4-MPB激发至少实现4倍加速的可行性。 结合其他系统优化,如X射线束通量优化,XFCT成像可以进一步加速,将采集时间从小时级缩短到分钟级,满足常规MNPs成像的要求。
Subjects: Medical Physics (physics.med-ph)
Cite as: arXiv:2502.14524 [physics.med-ph]
  (or arXiv:2502.14524v2 [physics.med-ph] for this version)
  https://doi.org/10.48550/arXiv.2502.14524
arXiv-issued DOI via DataCite

Submission history

From: Ryder Schmidt [view email]
[v1] Thu, 20 Feb 2025 12:59:16 UTC (1,497 KB)
[v2] Fri, 21 Feb 2025 19:45:43 UTC (1,276 KB)
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