Suppr超能文献

快速千伏切换和双层平板探测器实现了锥形束 CT 联合能谱成像。

Fast kV-switching and dual-layer flat-panel detector enabled cone-beam CT joint spectral imaging.

机构信息

Department of Engineering Physics, Tsinghua University, Beijing, 100084, People's Republic of China.

Key Laboratory of Particle & Radiation Imaging (Tsinghua University), Ministry of Education, People's Republic of China.

出版信息

Phys Med Biol. 2024 May 14;69(11). doi: 10.1088/1361-6560/ad40f3.

Abstract

. Fast kV-switching (FKS) and dual-layer flat-panel detector (DL-FPD) technologies have been actively studied as promising dual-energy spectral imaging solutions for FPD-based cone-beam computed tomography (CT). However, cone-beam CT (CBCT) spectral imaging is known to face challenges in obtaining accurate and robust material discrimination performance. That is because the energy separation by either FKS or DL-FPD, alone, is still limited, along with apparently unpaired signal levels in the effective low- and high-energy projections in real applications, not to mention the x-ray scatter in cone-beam scan which will make the material decomposition almost impossible if no correction is applied. To further improve CBCT spectral imaging capability, this work aims to promote a source-detector joint multi-energy spectral imaging solution which takes advantages of both FKS and DL-FPD, and to conduct a feasibility study on the first tabletop CBCT system with the joint spectral imaging capability developed.. For CBCT, development of multi-energy spectral imaging can be jointly realized by using an x-ray source with a generator whose kilo-voltages can alternate in tens of Hertz (i.e. FKS), and a DL-FPD whose top- and bottom-layer projections corresponds to different effective energy levels. Thanks to the complimentary characteristics inherent in FKS and DL-FPD, the overall energy separation will be significantly better when compared with FKS or DL-FPD alone, and the x-ray photon detection efficiency will be also improved when compared with FKS alone. In this work, a noise performance analysis using the Cramér-Rao lower bound (CRLB) method is conducted. The CRLB for basis material after a projection-domain material decomposition is derived, followed by a set of numerical calculations of CRLBs, for the FKS, the DL-FPD and the joint solution, respectively. To compensate for the slightly angular mismatch between low- and high- projections in FKS, a dual-domain projection completion scheme is implemented. Afterwards material decomposition from the complete projection data is carried out by using the maximum-likelihood method, followed by reconstruction of basis material and virtual monochromatic images (VMI). In this work, the first FKS and DL-FPD jointly enabled multi-energy tabletop CBCT system, to the best of our knowledge, has been developed in our laboratory. To evaluate its spectral imaging performance, a set of physics experiments are conducted, where the multi-energy and head phantoms are scanned using the 80/105/130 kVp switching pairs and projection data are collected using a prototype DL-FPD, whose both top and bottom layer of panels are composed of 550m of cesium iodine (CsI) scintillators with no intermediate metal filter in-between.. The numerical simulations show that the joint spectral imaging solution can lead to a significant improvement in energy separation and lower noise levels in most of material decomposition cases. The physics experiments confirmed the feasibility and superiority of the joint spectral imaging, whose CNRs in the selected regions of interest of the multi-energy phantom were boosted by an average improvement of 21.9%, 20.4% for water basis images and 32.8%, 62.8% for iodine images when compared with that of the FKS and DL-FPD, respectively. For the head phantom case, the joint spectral imaging can effectively reduce the streaking artifacts as well, and the standard deviation in the selected regions of interest are reduced by an average decrement of 19.5% and 8.1% for VMI when compared with that of the FKS and DL-FPD, respectively.. A feasibility study of the joint spectral imaging solution for CBCT by utilizing both the FKS and DL-FPD was conducted, with the first tabletop CBCT system having such a capability being developed, which exhibits improved CNR and is more effective in avoiding streaking artifacts as expected.

摘要

. 快速千伏切换(FKS)和双层平板探测器(DL-FPD)技术作为基于 FPD 的锥形束计算机断层扫描(CBCT)的双能光谱成像的有前途的解决方案,已得到积极研究。然而,众所周知,锥形束 CT(CBCT)光谱成像是在获得准确和稳健的材料鉴别性能方面面临挑战。这是因为单独的 FKS 或 DL-FPD 的能量分离仍然有限,并且在实际应用中的有效低能和高能投影中明显没有配对的信号水平,更不用说锥形束扫描中的 X 射线散射,如果不应用校正,几乎不可能进行材料分解。为了进一步提高 CBCT 光谱成像能力,本工作旨在推广一种源探测器联合多能光谱成像解决方案,该方案利用 FKS 和 DL-FPD 的优势,并对开发的联合光谱成像功能的第一台台式 CBCT 系统进行可行性研究。对于 CBCT,可以通过使用千伏发生器来共同实现多能光谱成像,该发生器的千伏可以在几十赫兹的范围内交替(即 FKS),以及一个具有不同有效能级的顶层和底层探测器的 DL-FPD。由于 FKS 和 DL-FPD 固有的互补特性,与单独使用 FKS 或 DL-FPD 相比,整体能量分离将显著提高,与单独使用 FKS 相比,X 射线光子探测效率也将提高。在本工作中,使用克拉美-罗下界(CRLB)方法进行了噪声性能分析。推导出了经过投影域材料分解后的基础材料的 CRLB,然后对 FKS、DL-FPD 和联合解决方案分别进行了一组 CRLB 的数值计算。为了补偿 FKS 中低能和高能投影之间的轻微角度不匹配,实现了双域投影完成方案。然后,使用最大似然法从完整的投影数据进行材料分解,随后进行基础材料和虚拟单色图像(VMI)的重建。在本工作中,据我们所知,在我们的实验室中已经开发出了第一台具有 FKS 和 DL-FPD 联合功能的多能台式 CBCT 系统。为了评估其光谱成像性能,进行了一组物理实验,使用 80/105/130 kVp 切换对扫描多能和头部体模,并使用原型 DL-FPD 收集投影数据,其顶层和底层面板均由 550m 的铯碘(CsI)闪烁体组成,中间没有中间金属滤波器。数值模拟表明,联合光谱成像解决方案可以在大多数材料分解情况下显著提高能量分离和降低噪声水平。物理实验证实了联合光谱成像的可行性和优越性,在多能体模的选定感兴趣区域中的对比度噪声比(CNR)分别提高了 21.9%和 20.4%,水基图像和 32.8%和 62.8%,碘图像,与 FKS 和 DL-FPD 相比。对于头部体模情况,联合光谱成像也可以有效减少条纹伪影,选定感兴趣区域的标准偏差平均降低了 19.5%和 8.1%,与 FKS 和 DL-FPD 相比,VMI 分别降低了 19.5%和 8.1%。利用 FKS 和 DL-FPD 对 CBCT 的联合光谱成像解决方案进行了可行性研究,并开发了具有这种功能的第一台台式 CBCT 系统,预计该系统具有提高对比度噪声比的功能,并且在避免条纹伪影方面更有效。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验