Evaluation of regularization factor and attenuation correction method of Q.Clear reconstruction for brain PET/MR in epileptic patients.

IF 3.5 2区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Xiaolong Niu, Jieqin Lv, Hao Sun, Zhifeng Chen, Xiang Liang, Zanting Ye, Youliang Wu, Xiaojing Zhang, Lijun Lu, Pengcheng Ran
{"title":"Evaluation of regularization factor and attenuation correction method of Q.Clear reconstruction for brain PET/MR in epileptic patients.","authors":"Xiaolong Niu, Jieqin Lv, Hao Sun, Zhifeng Chen, Xiang Liang, Zanting Ye, Youliang Wu, Xiaojing Zhang, Lijun Lu, Pengcheng Ran","doi":"10.1186/s40658-026-00860-w","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>To identify suitable regularization factor β and attenuation correction (AC) method for Q.Clear reconstruction in brain [<sup>18</sup>F]FDG PET/MR imaging of patients with epilepsy.</p><p><strong>Methods: </strong>We retrospectively collected 27 PET/MR brain images from patients with temporal lobe epilepsy. PET images were reconstructed using both ordered subset-expectation maximization and Q.Clear reconstruction (β from 50 to 600) with three AC methods: Atlas-based AC (Atlas-AC), Partial Head-based AC (PH-AC), and Zero Echo Time-based AC (ZTE-AC). Image quality was assessed using lesion-to-background (LBR) ratio, normalized standard deviation (NSD) ratio, SUV<sub>max</sub>, and SUV<sub>mean</sub>.</p><p><strong>Results: </strong>Q.Clear reconstruction with β values of 50 to 600 significantly increased LBR and decreased NSD compared to OSEM. β value of 300 served as a practical operating point for the three AC methods. ZTE-AC had the largest LBR and lower NSD values, PH-AC method had the lowest NSD and relatively high LBR, while Atlas-AC showed moderate performance. Comparisons of SUV<sub>max</sub> and SUV<sub>mean</sub> between Q.Clear (β = 300) and OSEM across all AC methods suggest that β = 300 improves lesion contrast and reduces image noise without compromising SUV value.</p><p><strong>Conclusions: </strong>Q.Clear reconstruction can improve lesion contrast and reduce noise compared to OSEM. ZTE-AC yielded the highest lesion contrast and LBR among three AC methods, PH-AC resulted in the lowest background noise, and Atlas-AC showed balanced but suboptimal performance. These findings offer practical guidance in selecting the suitable β value and AC method for optimized brain PET/MR imaging in patients with epilepsy.</p>","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":" ","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2026-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13176370/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"EJNMMI Physics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s40658-026-00860-w","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: To identify suitable regularization factor β and attenuation correction (AC) method for Q.Clear reconstruction in brain [18F]FDG PET/MR imaging of patients with epilepsy.

Methods: We retrospectively collected 27 PET/MR brain images from patients with temporal lobe epilepsy. PET images were reconstructed using both ordered subset-expectation maximization and Q.Clear reconstruction (β from 50 to 600) with three AC methods: Atlas-based AC (Atlas-AC), Partial Head-based AC (PH-AC), and Zero Echo Time-based AC (ZTE-AC). Image quality was assessed using lesion-to-background (LBR) ratio, normalized standard deviation (NSD) ratio, SUVmax, and SUVmean.

Results: Q.Clear reconstruction with β values of 50 to 600 significantly increased LBR and decreased NSD compared to OSEM. β value of 300 served as a practical operating point for the three AC methods. ZTE-AC had the largest LBR and lower NSD values, PH-AC method had the lowest NSD and relatively high LBR, while Atlas-AC showed moderate performance. Comparisons of SUVmax and SUVmean between Q.Clear (β = 300) and OSEM across all AC methods suggest that β = 300 improves lesion contrast and reduces image noise without compromising SUV value.

Conclusions: Q.Clear reconstruction can improve lesion contrast and reduce noise compared to OSEM. ZTE-AC yielded the highest lesion contrast and LBR among three AC methods, PH-AC resulted in the lowest background noise, and Atlas-AC showed balanced but suboptimal performance. These findings offer practical guidance in selecting the suitable β value and AC method for optimized brain PET/MR imaging in patients with epilepsy.

癫痫患者脑PET/MR Q.Clear重建的正则化因子及衰减校正方法评价。
目的:探讨适合癫痫患者脑Q.Clear重建[18F]FDG PET/MR成像的正则化因子β和衰减校正(AC)方法。方法:回顾性收集27例颞叶癫痫患者的PET/MR脑图像。采用有序子集期望最大化和Q.Clear重建(β从50到600),采用三种AC方法:基于阿特拉斯的AC (Atlas-AC),基于部分头部的AC (PH-AC)和基于零回波时间的AC (te -AC)。采用病灶背景比(LBR)、归一化标准差(NSD)比、SUVmax和SUVmean评估图像质量。结果:与OSEM相比,β值为50 ~ 600的清晰重建明显增加了LBR,降低了NSD。β值为300作为三种交流方法的实际操作点。ZTE-AC法的LBR最大,NSD值较低,PH-AC法的NSD最低,LBR较高,Atlas-AC法表现中等。Q.Clear (β = 300)和OSEM之间的SUVmax和SUVmean在所有AC方法中的比较表明,β = 300在不影响SUV值的情况下提高了病变对比度并降低了图像噪声。结论:与OSEM相比,q .清晰重建能提高病灶对比度,降低噪声。在三种交流方法中,ZTE-AC的病变对比度和LBR最高,PH-AC的背景噪声最低,Atlas-AC的表现平衡但不是最优。本研究结果可为癫痫患者选择合适的β值和AC方法优化脑PET/MR成像提供实用指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
EJNMMI Physics
EJNMMI Physics Physics and Astronomy-Radiation
CiteScore
6.70
自引率
10.00%
发文量
78
审稿时长
13 weeks
期刊介绍: EJNMMI Physics is an international platform for scientists, users and adopters of nuclear medicine with a particular interest in physics matters. As a companion journal to the European Journal of Nuclear Medicine and Molecular Imaging, this journal has a multi-disciplinary approach and welcomes original materials and studies with a focus on applied physics and mathematics as well as imaging systems engineering and prototyping in nuclear medicine. This includes physics-driven approaches or algorithms supported by physics that foster early clinical adoption of nuclear medicine imaging and therapy.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书