Yang Kai, Kwan Alexander L C, Huang Shih-Ying, Packard Nathan J, Boone John M
Department of Radiology, University of California, Davis Medical Center, Sacramento, California 95817, USA.
Med Phys. 2008 Dec;35(12):5317-27. doi: 10.1118/1.3002411.
The noise power properties of a cone-beam computed tomography (CT) system dedicated for breast cancer detection were investigated. Uniform polyethylene cylinders of various diameters were scanned under different system acquisition conditions. Noise power spectra were calculated from difference data generated by subtraction between two identical scans. Multidimensional noise power spectra (NPS) were used as the metric to evaluate the noise properties of the breast CT (bCT) under different system acquisition and reconstruction conditions. A comprehensive investigation of the noise properties was performed in regard to system acquisition parameters including kVp, mA, number of cone-beam projection images used, cone angle, and object size. The influence on reconstruction parameters including interpolation method, reconstruction filter, field of view, matrix size, and slice thickness were also studied. Under certain conditions, the zero-dimensional NPS (image variance) was used as a quantitative index to compare the influence from different scan parameters, especially the radiation dose. If the total scan dose is changed by linearly changing the total number of projection images while the dose per frame is kept constant, the noise power has a linear relationship with the reciprocal of the total dose. If the total scan dose is changed by linearly changing the dose per frame while the total number of projection images is kept constant, the noise power has a quadratic relationship with the reciprocal of the total dose. With the same amount of total dose, using fewer projection images results in lower image noise power in the CT image. Quantitative results from this noise power analysis provide guidance for the bCT system operation, optimization, and data reconstruction.
对一款专门用于乳腺癌检测的锥束计算机断层扫描(CT)系统的噪声功率特性进行了研究。在不同的系统采集条件下,对各种直径的均匀聚乙烯圆柱体进行扫描。噪声功率谱由两次相同扫描相减生成的差值数据计算得出。使用多维噪声功率谱(NPS)作为衡量指标,以评估在不同系统采集和重建条件下乳腺CT(bCT)的噪声特性。针对包括千伏峰值(kVp)、毫安(mA)、使用的锥束投影图像数量、锥角和物体尺寸等系统采集参数,对噪声特性进行了全面研究。还研究了包括插值方法、重建滤波器、视野、矩阵大小和切片厚度等重建参数的影响。在某些条件下,将零维NPS(图像方差)用作定量指标,以比较不同扫描参数尤其是辐射剂量的影响。如果通过线性改变投影图像总数来改变总扫描剂量,同时保持每帧剂量不变,则噪声功率与总剂量的倒数呈线性关系。如果通过线性改变每帧剂量来改变总扫描剂量,同时保持投影图像总数不变,则噪声功率与总剂量的倒数呈二次关系。在总剂量相同的情况下,使用较少的投影图像会使CT图像中的图像噪声功率更低。这种噪声功率分析的定量结果为bCT系统的操作、优化和数据重建提供了指导。