CZT与NaI(Tl)探测器在177Lu SPECT/CT中的显像性能对比及重建参数优化

Comparison of imaging performance and optimization of reconstruction parameters for CZT and NaI(Tl) detectors in 177Lu SPECT/CT

  • 摘要:
    目的 系统比较碲锌镉(CZT)探测器与NaI(Tl)探测器在177Lu SPECT/CT显像中的性能差异,并优化重建参数以提高图像质量。
    方法  采用美国国家电气制造商协会/国际电工委员会体模,在CZT与NaI(Tl) SPECT/CT系统上分别采集177Lu的113 keV主能窗图像。采用有序子集最大期望值法进行图像重建,分析不同迭代次数(2~12次)、不同滤波器巴特沃斯滤波器归一化下截止频率(FC)为0.25~0.50与高斯滤波器半高宽(FWHM) 为1.5~4.0 对图像质量的影响,并联合衰减、散射与分辨率恢复等校正方法进行校正。在靶本底比值(T/B)为16∶1的体模条件下,采用图像质量定量指标变异系数(CV)、对比度恢复系数(CRC)、对比度噪声比(CNR)和信噪比(SNR)对图像进行定量评估以获得最佳重建参数。将获得的最佳重建参数应用于T/B为4∶1、8∶1及32∶1的体模中以验证其泛化能力。不同系统间各定量指标的比较采用Wilcoxon 检验。
    结果  基于体模重建参数的定量研究确定了最佳重建参数组合:迭代次数为2次,高斯滤波器FWHM=3.0 ,巴特沃斯滤波器CZT系统FC=0.35、NaI(Tl)系统FC=0.30,阶数均设置为10。该重建参数组合在多种T/B(8∶1、16∶1及32∶1)下均能获得较高的图像质量。Wilcoxon 检验结果:在相同迭代次数下,应用巴特沃斯滤波器时CZT系统的CV、CRC、CNR及SNR均显著高于NaI(Tl)系统(均Z=−21.00,均P=0.031);而应用高斯滤波器时CZT系统的CRC、CNR及SNR均显著高于NaI(Tl)系统(均Z=−21.00,均P=0.031),且CZT系统的CV低于NaI(Tl)系统(Z=21.00,P=0.031)。
    结论 CZT探测器在177Lu SPECT/CT显像中的性能显著优于NaI(Tl)探测器。经多种T/B的体模验证,优化后的重建参数均能够在2种系统中获得较优的图像质量,为临床精准显像提供了重要参考。

     

    Abstract:
    Objective To systematically compare the imaging performance of cadmium zinc telluride (CZT) detectors and NaI(Tl) detectors in 177Lu SPECT/CT and optimize reconstruction parameters for improved image quality.
    Methods A National Electrical Manufacturers Association/International Electrotechnical Commission phantom was used. 177Lu images were acquired in the 113 keV primary energy window on CZT and NaI(Tl) SPECT/CT systems. Images were reconstructed using ordered subsets expectation maximization method. The effects of different numbers of iterations (2–12) and different filters, including a Butterworth filter (normalized cut-off frequency (FC), 0.25–0.50) and a Gaussian filter (full width at half maximum (FWHM), 1.5–4.0), on image quality were analyzed, with combined corrections for attenuation, scatter, and resolution recovery. Under the phantom condition with a target to background ratio (T/B) of 16∶1, quantitative image quality metrics including the coefficient of variation (CV), contrast recovery coefficient (CRC), contrast-to-noise ratio (CNR), and signal-to-noise ratio (SNR) were used to quantitatively evaluate the images to determine the optimal reconstruction parameters. The obtained optimal reconstruction parameters were then applied to phantoms with T/B ratios of 4∶1, 8∶1, and 32∶1 to validate their generalization ability. The quantitative metrics between systems were then compared using the Wilcoxon test.
    Results The quantitative study based on phantom reconstruction parameters identified the optimal reconstruction parameter combination: 2 iterations, a Gaussian filter with FWHM=3.0, and a Butterworth filter with FC=0.35 for the CZT system and FC=0.30 for the NaI(Tl) system, with the order set to 10 for both. This reconstruction parameter combination achieved relatively high image quality across multiple T/B ratios (8∶1, 16∶1, and 32∶1). Wilcoxon test results showed that at the same number of iterations and when the Butterworth filter was used, the CV, CRC, CNR, and SNR of the CZT system were all significantly higher than those of the NaI(Tl) system (all Z=−21.00, all P=0.031). When the Gaussian filter was used, the CRC, CNR, and SNR of the CZT system were all significantly higher than those of the NaI(Tl) system (all Z=−21.00, all P=0.031), and its CV was lower than that of the NaI(Tl) system (Z=21.00, P=0.031).
    Conclusions CZT detectors demonstrated remarkably superior performance to NaI(Tl) detectors in 177Lu SPECT/CT imaging. Validated with phantoms at multiple T/B ratios, the optimized reconstruction parameters achieved relatively good image quality in both systems, providing an important reference for precise clinical imaging.

     

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