Lindström Elin, Lindsjö Lars, Sundin Anders, Sörensen Jens, Lubberink Mark
Radiology & Nuclear Medicine, Department of Surgical Sciences, Uppsala University, SE-751 85, Uppsala, Sweden.
Medical Physics, Uppsala University Hospital, SE-751 85, Uppsala, Sweden.
EJNMMI Phys. 2020 Jun 15;7(1):40. doi: 10.1186/s40658-020-00310-1.
Block-sequential regularized expectation maximization (BSREM) is a fully convergent iterative image reconstruction algorithm. We hypothesize that tracers with different distribution patterns will result in different optimal settings for the BSREM algorithm. The aim of this study was to evaluate the image quality with variations in the applied β-value and acquisition time for three positron emission tomography (PET) tracers. NEMA image quality phantom measurements and clinical whole-body digital time-of-flight (TOF) PET/computed tomography (CT) examinations with Ga-DOTATOC (n = 13), F-fluoride (n = 10), and C-acetate (n = 13) were included. Each scan was reconstructed using BSREM with β-values of 133, 267, 400, and 533, and ordered subsets expectation maximization (OSEM; 3 iterations, 16 subsets, and 5-mm Gaussian post-processing filter). Both reconstruction methods included TOF and point spread function (PSF) recovery. Quantitative measures of noise, signal-to-noise ratio (SNR), and signal-to-background ratio (SBR) were analysed for various acquisition times per bed position (bp).
The highest β-value resulted in the lowest level of noise, which in turn resulted in the highest SNR and lowest SBR. Noise levels equal to or lower than those of OSEM were found with β-values equal to or higher than 400, 533, and 267 for Ga-DOTATOC, F-fluoride, and C-acetate, respectively. The specified β-ranges resulted in increased SNR at a minimum of 25% (P < 0.0001) and SBR at a maximum of 23% (P < 0.0001) as compared to OSEM. At a reduced acquisition time by 25% for Ga-DOTATOC and F-fluoride, and 67% for C-acetate, BSREM with β-values equal to or higher than 533 resulted in noise equal to or lower than that of OSEM at full acquisition duration (2 min/bp for Ga-DOTATOC and F-fluoride, 3 min/bp for C-acetate). The reduced acquisition time with β 533 resulted in increased SNR (16-26%, P < 0.003) and SBR (6-18%, P < 0.0001 (P = 0.07 for C-acetate)) compared to the full acquisition OSEM.
Within tracer-specific ranges of β-values, BSREM reconstruction resulted in increased SNR and SBR with respect to conventional OSEM reconstruction. Similar SNR, SBR, and noise levels could be attained with BSREM at relatively shorter acquisition times or, alternatively, lower administered dosages, compared to those attained with OSEM.
块序贯正则化期望最大化(BSREM)是一种完全收敛的迭代图像重建算法。我们假设具有不同分布模式的示踪剂将导致BSREM算法的不同最佳设置。本研究的目的是评估三种正电子发射断层扫描(PET)示踪剂在应用β值和采集时间变化时的图像质量。纳入了使用镓-奥曲肽(Ga-DOTATOC,n = 13)、氟化物(F-fluoride,n = 10)和乙酸盐(C-acetate,n = 13)进行的NEMA图像质量体模测量以及临床全身数字飞行时间(TOF)PET/计算机断层扫描(CT)检查。每次扫描均使用β值为133、267、400和533的BSREM以及有序子集期望最大化(OSEM;3次迭代、16个子集和5毫米高斯后处理滤波器)进行重建。两种重建方法均包括TOF和点扩散函数(PSF)恢复。分析了每个床位位置(bp)不同采集时间下的噪声、信噪比(SNR)和信号本底比(SBR)的定量测量值。
最高的β值导致最低的噪声水平,进而导致最高的SNR和最低的SBR。对于Ga-DOTATOC、F-氟化物和C-乙酸盐,分别在β值等于或高于400、533和267时发现噪声水平等于或低于OSEM。与OSEM相比,指定的β范围导致SNR至少增加25%(P < 0.0001),SBR最多增加23%(P < 0.0001)。对于Ga-DOTATOC和F-氟化物,采集时间减少25%,对于C-乙酸盐,采集时间减少67%,β值等于或高于533的BSREM在全采集持续时间(Ga-DOTATOC和F-氟化物为2分钟/bp,C-乙酸盐为3分钟/bp)时产生的噪声等于或低于OSEM。与全采集OSEM相比,β 533时采集时间的减少导致SNR增加(16 - 26%,P < 0.003)和SBR增加(6 - 18%,P < 0.0001(C-乙酸盐为P = 0.07))。
在示踪剂特定的β值范围内,与传统的OSEM重建相比,BSREM重建导致SNR和SBR增加。与OSEM相比,在相对较短的采集时间或较低的给药剂量下,使用BSREM可以获得相似的SNR、SBR和噪声水平。