Department of Diagnostic Imaging, The Hospital for Sick Children, 555 University Ave., Suite 2175A, Toronto, ON, M5G 1X8, Canada.
Department of Medical Imaging, University of Toronto, Toronto, ON, Canada.
Pediatr Radiol. 2020 Jun;50(7):966-972. doi: 10.1007/s00247-020-04640-1. Epub 2020 Mar 3.
F-2-fluoro-2-deoxyglucose (FDG) positron emission tomography (PET) plays an important role in the diagnosis, evaluation and treatment of childhood epilepsy. The selection of appropriate acquisition and reconstruction parameters, however, can be challenging with the introduction of advanced hardware and software functionalities.
To quantify the diagnostic performance of a block-sequential regularized expectation maximization (BSREM) tool and reduced effective counts in brain PET/CT for pediatric epilepsy patients on a digital silicon photomultiplier system.
We included 400 sets of brain PET/CT images from 25 pediatric patients (0.5-16 years old) in this retrospective study. Patient images were reconstructed with conventional iterative techniques or BSREM with varied penalization factor (β), at varied acquisition time (45 s, 90 s, 180 s, 300 s) to simulate reduced count density. Two pediatric nuclear medicine physicians reviewed images in random order - blinded to patient, reconstruction method and imaging time - and scored technical quality (noise, spatial resolution, artifacts), clinical quality (image quality of the cortex, basal ganglia and thalamus) and overall diagnostic satisfaction on a 5-point scale.
Reconstruction with BSREM improved quality and clinical scores across all count levels, with the greatest benefits in low-count conditions. Image quality scores were greatest at 300-s acquisition times with β=500 (overall; noise; artifacts; image quality of the cortex, basal ganglia and thalamus) or β=200 (spatial resolution). No statistically significant difference in the highest graded reconstruction was observed between imaging at 180 s and 300 s with an appropriately implemented penalization factor (β=350-500), indicating that a reduction in dose or acquisition time is feasible without reduction in diagnostic satisfaction.
Clinical evaluation of pediatric F-FDG brain PET image quality was shown to be diagnostic at reductions of count density by 40% using BSREM with a penalization factor of β=350-500. This can be accomplished while maintaining confidence of achieving a diagnostic-quality image.
氟代脱氧葡萄糖(FDG)正电子发射断层扫描(PET)在儿童癫痫的诊断、评估和治疗中发挥着重要作用。然而,随着先进硬件和软件功能的引入,选择合适的采集和重建参数具有一定挑战性。
在数字硅光电倍增器系统上,定量评估块序正则化期望最大化(BSREM)工具和减少的有效计数在儿童癫痫患者脑部 PET/CT 中的诊断性能。
我们回顾性纳入了 25 例儿童癫痫患者(0.5-16 岁)的 400 套脑部 PET/CT 图像。患者图像使用传统迭代技术或 BSREM 进行重建,BSREM 采用不同的惩罚因子(β),采集时间分别为 45s、90s、180s 和 300s,以模拟减少的计数密度。两名儿科核医学医师以随机顺序查看图像,对患者、重建方法和成像时间均不知情,并使用 5 分制对技术质量(噪声、空间分辨率、伪影)、临床质量(皮质、基底节和丘脑的图像质量)和整体诊断满意度进行评分。
BSREM 重建在所有计数水平上均改善了质量和临床评分,在低计数条件下获益最大。在 300s 采集时间下,β=500 时(总体而言;噪声;伪影;皮质、基底节和丘脑的图像质量)或β=200 时(空间分辨率)图像质量评分最高。在适当实施惩罚因子(β=350-500)的情况下,180s 和 300s 成像之间未观察到最高评分重建之间存在统计学差异,表明在不降低诊断满意度的情况下,降低剂量或采集时间是可行的。
BSREM 采用惩罚因子β=350-500 可使 F-FDG 脑部 PET 图像质量的临床评估在计数密度降低 40%的情况下具有诊断能力。这可以在保持获得诊断质量图像的信心的同时实现。