Clinical Evaluation of BSREM Reconstruction in Pediatric Oncology Using [18F]FDG PET/CT.

IF 1.3 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Nicholas A Shkumat, Reza Vali, Amer Shammas
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引用次数: 0

Abstract

Recent technologic advancements in PET, including silicon photomultipliers and block-sequential regularized expectation maximization (BSREM) tools, have allowed for renewed assessment of the optimal acquisition and reconstruction parameters in pediatric imaging. This work evaluates the performance of BSREM reconstruction and varied count density (CD) in digital [18F]FDG PET/CT to investigate the feasibility of reducing the injected activity or duration of acquisition in children with cancer. Methods: Five hundred unique reconstructions from 20 pediatric patients evaluated with PET/CT per clinical standard of care (SOC) were included in this retrospective study. Three-dimensional, whole-body imaging was acquired on a silicon photomultiplier PET/CT system in list mode with time-of-flight modeling. Imaging volumes were reconstructed with varying time per bed position (180, 120, 90, 60, and 45 s) to simulate a range of CDs using conventional iterative techniques (ordered-subset expectation maximization) and BSREM with varied regularization strength (β, 175-700). Two pediatric nuclear medicine physicians individually scored all studies, with patient information, reconstruction method, and CD concealed, rating technical quality and overall diagnostic satisfaction on a 5-point Likert scale. Quantitative SUV measurements on all reconstructions were compared with the clinical SOC. Results: Reconstruction with BSREM with a β of 500 or greater significantly improved overall scores across all CDs when compared with ordered-subset expectation maximization. Noise performance improved after application of a higher regularization parameter. Spatial resolution (sharpness) was greatest with a β of 350. Mean overall image quality at 25% CD using a β of 500 or greater was considered diagnostic. Mean liver and blood-pool SUV-to-noise ratio performed best with the highest β and CD. SUVmax behavior was complex, varying with reconstruction strength and CD, with measurements at β of 500 or greater differing from the SOC by no more than 15% across all CDs, and specific combinations varying by 10% or less. Conclusion: Clinical evaluation of whole-body [18F]FDG PET/CT in pediatric patients was diagnostic at all reductions in CD when using BSREM with a β of 500 or greater. Quantitative performance was variable, yet SUVmax differences of 10% or less were achievable with the appropriate selection of acquisition and reconstruction parameters. This study found that customized imaging parameters can reduce injected activity (radiation dose) and imaging time to best suit the pediatric patient.

[18F]FDG PET/CT对小儿肿瘤BSREM重建的临床评价。
PET的最新技术进步,包括硅光电倍增管和块顺序正则化期望最大化(BSREM)工具,已经允许重新评估儿科成像的最佳采集和重建参数。本研究评估了数字[18F]FDG PET/CT中BSREM重建和变计数密度(CD)的性能,以探讨减少癌症儿童注射活动或获得时间的可行性。方法:本回顾性研究采用PET/CT对20例儿童患者的500个独特重建图像进行评估。在硅光电倍增管PET/CT系统上以列表模式获得三维全身成像,并进行飞行时间建模。利用常规迭代技术(有序子集期望最大化)和具有不同正则化强度(β, 175-700)的BSREM,在不同的床位时间(180、120、90、60和45 s)下重建成像体积,模拟一系列cd。两名儿科核医学医生分别对所有研究进行评分,包括患者信息、重建方法和隐藏的CD,以5分李克特量表对技术质量和总体诊断满意度进行评分。将所有重建的定量SUV测量结果与临床SOC进行比较。结果:与有序子集期望最大化相比,β为500或更高的BSREM重建显着提高了所有CDs的总体得分。应用较高的正则化参数后,噪声性能得到改善。空间分辨率(清晰度)最高,β值为350。平均整体图像质量在25% CD使用β 500或更大被认为是诊断。平均肝脏和血液池的suv -噪声比在最高β和CD时表现最佳。SUVmax的行为很复杂,随重建强度和CD而变化,在所有CD中,β为500或更高时的测量值与SOC的差异不超过15%,特定组合的差异不超过10%。结论:当使用β≥500的BSREM时,儿童患者全身FDG PET/CT的临床评价可诊断CD的所有降低。定量表现是可变的,但通过适当选择采集和重建参数,可以实现10%或更小的SUVmax差异。本研究发现,定制成像参数可以降低注射活度(辐射剂量)和成像时间,最适合儿科患者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of nuclear medicine technology
Journal of nuclear medicine technology RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
CiteScore
1.90
自引率
15.40%
发文量
57
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