ISSN 1004-4140
CN 11-3017/P

虚拟单能成像Mono+技术分辨率参数对图像噪声的影响:质控体模及示例患者研究

Influence of Mono+ Technique Parameter on Noise Power Spectrum of Virtual Monoenergetic Imaging: A Study Using a Quality Control Phantom and a Sample Patient

  • 摘要: 目的:探索虚拟单能成像Mono技术及Mono+技术重建分辨率参数对图像质量的影响,为合理选择后处理参数提供依据。方法:以CT质量控制体模和示例患者上腹部CT增强扫描门脉期数据为研究对象,均进行能量CT扫描,使用Mono技术及不同分辨率参数(1~10,默认设置为2)下的Mono+技术重建70keV虚拟单能量(VMI)图像。采用图像噪声功率图谱(NPS)分析图像噪声特征。测量并计算示例患者肝实质CT值、标准差(SD)、肝实质信号-噪声比(SNR)和对比噪声比(CNR)以及肝实质-门脉边缘上升斜率(ERS)。结果:体模NPS曲线显示Mono技术的图像噪声最明显,Mono+技术中随着分辨率参数的增大,图像噪声逐渐增大;患者的NPS曲线与体模呈现相似的趋势。不同重建技术下的空间频率平均值和空间频率峰值差异均不大。不同重建技术下的肝实质CT值保持稳定,肝实质SD值在Mono+技术分辨率参数较低时较低,相应的SNR值和CNR数值则相对较高。肝实质-门脉ERS值在Mono+技术分辨率参数为2时最低,随着分辨率参数的的增大,数值逐渐增大。结论:Mono+技术较Mono技术可以降低图像噪声,但不明显改变图像纹理。Mono+技术分辨率参数的提高能够改善图像锐利度,但可能导致图像噪声增加。选择默认设置的分辨率参数时,可以获得较好的SNR值和CNR值,但相应的ERS值可能较低。

     

    Abstract:
    Objective To explore the impact of Mono technology and resolution parameter in Mono+ technology on image quality with the goal of providing reference for the appropriate selection of these post-processing parameters in virtual monoenergetic images (VMI).
    Methods The data included a computed tomography (CT) quality control phantom scanned in energy mode and portal venous phase data of contrast-enhanced upper abdomen energy CT scan of a sample patient. Mono and Mono+ technologies with different resolution parameters (1–10) and a default setting of 2 were used to reconstruct 70 keV VMIs. The noise power spectrum (NPS) was employed to analyze the image noise characteristics of both phantom and patient. The CT value, standard deviation (SD), signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) of the liver parenchyma, and edge rise slope (ERS) between the liver parenchyma and portal vein were measured and calculated in the sample patient.
    Results The NPS curves of the phantom showed that image noise was most pronounced with Mono technology and gradually increased with higher resolution parameters in Mono+ technology. The NPS curves for the patient exhibited a trend similar to that of the phantom. The average and peak spatial frequency values of NPS curves did not differ significantly and CT values of the liver parenchyma remained stable across different reconstruction techniques. However, the SD values of the liver parenchyma were lower at lower resolution parameters in Mono+ technology, corresponding to relatively higher SNR and CNR values. The ERS value between the liver parenchyma and portal vein was the lowest when the resolution parameter in Mono+ technology was 2. The ERS gradually increased as resolution increased.
    Conclusion Mono+ technology can reduce image noise compared to Mono technology without significantly altering image texture. The increased resolution in Mono+ technology can improve image sharpness at the expense of higher image noise. Optimized SNR and CNR values can be obtained using the default resolution parameter settings of Mono+ technology, but the corresponding ERS may be low.

     

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