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基于YSO/SiPM探测器用于虚拟单色图像合成的可行性研究。

Feasibility study of YSO/SiPM based detectors for virtual monochromatic image synthesis.

作者信息

Zhang Du, Wu Bin, Xi Daoming, Chen Rui, Xiao Peng, Xie Qingguo

机构信息

Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China.

Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China.

出版信息

J Xray Sci Technol. 2024;32(6):1363-1383. doi: 10.3233/XST-240039.

Abstract

BACKGROUND

The development of photon-counting CT systems has focused on semiconductor detectors like cadmium zinc telluride (CZT) and cadmium telluride (CdTe). However, these detectors face high costs and charge-sharing issues, distorting the energy spectrum. Indirect detection using Yttrium Orthosilicate (YSO) scintillators with silicon photomultiplier (SiPM) offers a cost-effective alternative with high detection efficiency, low dark count rate, and high sensor gain.

OBJECTIVE

This work aims to demonstrate the feasibility of the YSO/SiPM detector (DexScanner L103) based on the Multi-Voltage Threshold (MVT) sampling method as a photon-counting CT detector by evaluating the synthesis error of virtual monochromatic images.

METHODS

In this study, we developed a proof-of-concept benchtop photon-counting CT system, and employed a direct method for empirical virtual monochromatic image synthesis (EVMIS) by polynomial fitting under the principle of least square deviation without X-ray spectral information. The accuracy of the empirical energy calibration techniques was evaluated by comparing the reconstructed and actual attenuation coefficients of calibration and test materials using mean relative error (MRE) and mean square error (MSE).

RESULTS

In dual-material imaging experiments, the overall average synthesis error for three monoenergetic images of distinct materials is 2.53% ±2.43%. Similarly, in K-edge imaging experiments encompassing four materials, the overall average synthesis error for three monoenergetic images is 4.04% ±2.63%. In rat biological soft-tissue imaging experiments, we further predicted the densities of various rat tissues as follows: bone density is 1.41±0.07 g/cm3, adipose tissue density is 0.91±0.06 g/cm3, heart tissue density is 1.09±0.04 g/cm3, and lung tissue density is 0.32±0.07 g/cm3. Those results showed that the reconstructed virtual monochromatic images had good conformance for each material.

CONCLUSION

This study indicates the SiPM-based photon-counting detector could be used for monochromatic image synthesis and is a promising method for developing spectral computed tomography systems.

摘要

背景

光子计数CT系统的发展主要集中在碲锌镉(CZT)和碲化镉(CdTe)等半导体探测器上。然而,这些探测器面临成本高和电荷共享问题,会使能谱发生畸变。使用硅酸钇(YSO)闪烁体与硅光电倍增管(SiPM)进行间接检测提供了一种经济高效的替代方案,具有高检测效率、低暗计数率和高传感器增益。

目的

本研究旨在通过评估虚拟单色图像的合成误差,证明基于多电压阈值(MVT)采样方法的YSO/SiPM探测器(DexScanner L103)作为光子计数CT探测器的可行性。

方法

在本研究中,我们开发了一个概念验证的台式光子计数CT系统,并在无X射线光谱信息的情况下,采用最小二乘偏差原理下的多项式拟合直接方法进行经验虚拟单色图像合成(EVMIS)。通过使用平均相对误差(MRE)和均方误差(MSE)比较校准和测试材料的重建衰减系数与实际衰减系数,评估经验能量校准技术的准确性。

结果

在双材料成像实验中,三种不同材料的单能图像的总体平均合成误差为2.53%±2.43%。同样,在包含四种材料的K边成像实验中,三种单能图像的总体平均合成误差为4.04%±2.63%。在大鼠生物软组织成像实验中,我们进一步预测了各种大鼠组织的密度如下:骨密度为1.41±0.07g/cm³,脂肪组织密度为0.91±0.06g/cm³,心脏组织密度为1.09±0.04g/cm³,肺组织密度为0.32±0.07g/cm³。这些结果表明,重建的虚拟单色图像对每种材料都有良好的一致性。

结论

本研究表明基于SiPM的光子计数探测器可用于单色图像合成,是开发光谱计算机断层扫描系统的一种有前途的方法。

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