Suppr超能文献

贝叶斯惩罚似然 PET 重建对大范围体重患者临床图像质量的影响与有序子集期望最大化比较。

Effect of a Bayesian Penalized Likelihood PET Reconstruction Compared With Ordered Subset Expectation Maximization on Clinical Image Quality Over a Wide Range of Patient Weights.

机构信息

1 Radiation Physics and Protection, Churchill Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 7LE, United Kingdom.

2 Department of Nuclear Medicine, Royal Surrey County Hospital NHS Foundation Trust, Guildford, United Kingdom.

出版信息

AJR Am J Roentgenol. 2018 Jan;210(1):153-157. doi: 10.2214/AJR.17.18060. Epub 2017 Nov 1.

Abstract

OBJECTIVE

A study was performed to compare background liver signal-to-noise ratio (SNR) and visually assessed image quality of clinical PET/CT studies from the same PET acquisition data reconstructed by Bayesian penalized likelihood (BPL) and ordered subset expectation maximization (OSEM) over a range of patient weights.

MATERIALS AND METHODS

The effect of a BPL PET reconstruction algorithm on liver SNR and visually assessed image quality over a range of patient weights (41-196 kg; n = 108) was retrospectively compared with standard-of-care OSEM reconstruction on the same PET acquisition data after IV administration of F-FDG (4 MBq/kg).

RESULTS

BPL showed no significant change (p > 0.05) in liver SNR with increasing weight and body mass index (BMI), whereas OSEM showed increasing noise with increasing weight and BMI. The liver SNR was significantly higher using BPL than a standard OSEM reconstruction (p < 0.0002 for all BMI groups). Visually assessed image quality declined at a greater rate with increasing weight and BMI in the OSEM images than with BPL images.

CONCLUSION

BPL provides a more consistent visually assessed image quality and liver background SNR than does OSEM, with the greatest benefit for the heaviest patients.

摘要

目的

本研究旨在比较同批 PET 采集数据经贝叶斯惩罚似然(BPL)和有序子集期望最大化(OSEM)重建后,不同体重患者的背景肝脏信噪比(SNR)和临床 PET/CT 图像的视觉评估质量。

材料与方法

回顾性比较了 108 例患者(体重 41-196kg;n=108)静脉注射 F-FDG(4MBq/kg)后,BPL 与标准 OSEM 重建对同批 PET 采集数据的影响。

结果

BPL 重建的肝脏 SNR 随体重和体重指数(BMI)的增加而无显著变化(p>0.05),而 OSEM 则随体重和 BMI 的增加而噪声增加。与标准 OSEM 重建相比,BPL 重建的肝脏 SNR 显著更高(所有 BMI 组 p<0.0002)。与 BPL 图像相比,OSEM 图像的肝脏 SNR 随体重和 BMI 的增加而下降的速度更快。

结论

BPL 提供了比 OSEM 更一致的视觉评估图像质量和肝脏背景 SNR,对最重的患者获益最大。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验