Takahashi Yasuyuki, Murase Kenya, Mochizuki Teruhito, Higashino Hiroshi, Sugawara Yoshifumi, Kinda Akiyoshi
Department of Medical Engineering, Division of Allied Health Sciences, Osaka University Graduate School of Medicine, Japan.
Ann Nucl Med. 2003 Oct;17(7):525-30. doi: 10.1007/BF03006664.
Filtered back projection (FBP) method, maximum likelihood-expectation maximization(ML-EM) method, and ordered subsets-expectation maximization (OS-EM) method are currently used for reconstruction of SPECT images in clinical studies. In the ML-EM method, images of good quality can be reconstructed even with a small sampling number of projection data, when compared with FBP. Shorter acquisition time and less radionuclide dose are preferable in the clinical setting if image quality is the same. In this study, we attempted to find optimal conditions for reconstruction of OS-EM images with commonly used sampling numbers of 30, 60 and 120 (step angles: 12 degrees, 6 degrees, and 3 degrees, respectively), with acquisition counts/projection of 30, 60, 120 and 240 each. We adjusted the pixel counts of reconstructed images to be constant, by setting combination of sampling number and counts/projection (120 sampling number for 30 counts/projection, 60 for 60, and 30 for 120). Among the 3 acquisition conditions, the small sampling number of 30 had large acquisition counts per direction, resulting in low signal to noise ratio. Under this condition, the resolution was slightly low, but the uniformity of images was high. The combination of OS-EM and smaller sampling projection number may be clinically useful with reduction of the examination time, which is also beneficial to reduce dead time for gamma-camera rotation.
滤波反投影(FBP)法、最大似然期望最大化(ML-EM)法和有序子集期望最大化(OS-EM)法目前用于临床研究中SPECT图像的重建。与FBP相比,在ML-EM法中,即使投影数据的采样数量较少,也可以重建出高质量的图像。在临床环境中,如果图像质量相同,较短的采集时间和较少的放射性核素剂量是更可取的。在本研究中,我们试图找到使用常用采样数30、60和120(步角分别为12度、6度和3度)重建OS-EM图像的最佳条件,每个投影的采集计数分别为30、60、120和240。我们通过设置采样数和计数/投影的组合(30计数/投影对应120采样数,60计数/投影对应60采样数,120计数/投影对应30采样数),将重建图像的像素计数调整为恒定。在这3种采集条件中,采样数为30时每个方向的采集计数较多,导致信噪比低。在此条件下,分辨率略低,但图像的均匀性较高。OS-EM与较小的采样投影数相结合在临床上可能有用,可以减少检查时间,这也有利于减少伽马相机旋转的死时间。