• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

小波去噪与几何因子加权在钆塞酸增强肝胆期磁共振成像中的应用。

Utility of Wavelet Denoising with Geometry Factor Weighting for Gadoxetic Acid-enhanced Hepatobiliary-phase MR Imaging.

机构信息

Department of Diagnostic Radiology, Hiroshima University.

FUJIFILM Healthcare Corporation.

出版信息

Magn Reson Med Sci. 2023 Apr 1;22(2):241-252. doi: 10.2463/mrms.mp.2022-0041. Epub 2022 Jun 1.

DOI:10.2463/mrms.mp.2022-0041
PMID:35650028
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10086400/
Abstract

PURPOSE

The wavelet denoising with geometry factor weighting (g-denoising) method can reduce the image noise by adapting to spatially varying noise levels induced by parallel imaging. The aim of this study was to investigate the clinical applicability of g-denoising on hepatobiliary-phase (HBP) images with gadoxetic acid.

METHODS

We subjected 53 patients suspected of harboring hepatic neoplastic lesions to gadoxetic acid-enhanced HBP imaging with and without g-denoising (gHBP and gHBP). The matrix size was reduced for gHBP images to avoid prolonging the scanning time. Two radiologists calculated the SNR, the portal vein-, and paraspinal muscle contrast-to-noise ratio (CNR) relative to the hepatic parenchyma (liver-to-portal vein- and liver-to-muscle CNR). Two other radiologists independently graded the sharpness of the liver edge, the visibility of intrahepatic vessels, the image noise, the homogeneity of liver parenchyma, and the overall image quality using a 5-point scale. Differences between gHBP and gHBP images were determined with the two-sided Wilcoxon signed-rank test.

RESULTS

The liver-to-portal- and liver-to-muscle CNR and the SNR were significantly higher on gHBP- than gHBP images (P < 0.01), as was the qualitative score for the image noise, homogeneity of liver parenchyma, and overall image quality (P < 0.01). Although there were no significant differences in the scores for the sharpness of the liver edge or the score assigned for the visibility of intrahepatic vessels (P = 0.05, 0.43), with gHBP the score was lower in three patients for the sharpness of the liver edge and in six patients for the visibility of intrahepatic vessels.

CONCLUSION

At gadoxetic acid-enhanced HBP imaging, g-denoising yielded a better image quality than conventional HBP imaging although the anatomic details may be degraded.

摘要

目的

基于几何因子加权的小波去噪(g-去噪)方法可以适应平行成像引起的空间变化的噪声水平,从而降低图像噪声。本研究旨在探讨钆塞酸增强肝胆期(HBP)图像 g-去噪的临床适用性。

方法

我们对 53 例疑似肝占位性病变的患者进行了钆塞酸增强 HBP 成像,包括 g-去噪(gHBP 和 gHBP)和常规 HBP 成像。为避免延长扫描时间,对 gHBP 图像进行了矩阵缩小。两名放射科医生计算了 SNR、门静脉和脊柱旁肌肉相对于肝实质的对比噪声比(CNR)(肝门静脉和肝肌肉 CNR)。另外两名放射科医生使用 5 分制独立评估肝边缘锐度、肝内血管可视性、图像噪声、肝实质均匀性和整体图像质量。使用双侧 Wilcoxon 符号秩检验确定 gHBP 和 gHBP 图像之间的差异。

结果

gHBP 图像的肝门静脉和肝肌肉 CNR 和 SNR 明显高于 gHBP 图像(P <0.01),图像噪声、肝实质均匀性和整体图像质量的定性评分也明显更高(P <0.01)。虽然肝边缘锐度和肝内血管可视性的评分无显著差异(P=0.05,0.43),但在 gHBP 图像中,有 3 例患者肝边缘锐度评分较低,6 例患者肝内血管可视性评分较低。

结论

在钆塞酸增强 HBP 成像中,g-去噪可获得优于常规 HBP 成像的图像质量,尽管解剖细节可能会降低。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/a63f394495e0/mrms-22-241-g10.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/b341da95a742/mrms-22-241-s1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/2fc4fda8899d/mrms-22-241-s2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/b796b98d8fac/mrms-22-241-s3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/7fbb59a5c609/mrms-22-241-g1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/818a091f94f8/mrms-22-241-g2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/b97dfa41d629/mrms-22-241-g3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/29a2bb968656/mrms-22-241-g4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/c7dc348f4d62/mrms-22-241-g5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/61f7f79d7b73/mrms-22-241-g6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/b2e5a60f4e2f/mrms-22-241-g7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/b31530b0c847/mrms-22-241-g8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/363c57e19adf/mrms-22-241-g9.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/a63f394495e0/mrms-22-241-g10.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/b341da95a742/mrms-22-241-s1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/2fc4fda8899d/mrms-22-241-s2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/b796b98d8fac/mrms-22-241-s3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/7fbb59a5c609/mrms-22-241-g1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/818a091f94f8/mrms-22-241-g2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/b97dfa41d629/mrms-22-241-g3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/29a2bb968656/mrms-22-241-g4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/c7dc348f4d62/mrms-22-241-g5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/61f7f79d7b73/mrms-22-241-g6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/b2e5a60f4e2f/mrms-22-241-g7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/b31530b0c847/mrms-22-241-g8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/363c57e19adf/mrms-22-241-g9.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f96/10086400/a63f394495e0/mrms-22-241-g10.jpg

相似文献

1
Utility of Wavelet Denoising with Geometry Factor Weighting for Gadoxetic Acid-enhanced Hepatobiliary-phase MR Imaging.小波去噪与几何因子加权在钆塞酸增强肝胆期磁共振成像中的应用。
Magn Reson Med Sci. 2023 Apr 1;22(2):241-252. doi: 10.2463/mrms.mp.2022-0041. Epub 2022 Jun 1.
2
Pseudo-random Trajectory Scanning Suppresses Motion Artifacts on Gadoxetic Acid-enhanced Hepatobiliary-phase Magnetic Resonance Images.钆塞酸增强肝胆期磁共振成像中伪随机轨迹扫描抑制运动伪影。
Magn Reson Med Sci. 2020 Feb 10;19(1):21-28. doi: 10.2463/mrms.mp.2018-0174. Epub 2019 Mar 18.
3
Breath-hold High-resolution T1-weighted Gradient Echo Liver MR Imaging with Compressed Sensing Obtained during the Gadoxetic Acid-enhanced Hepatobiliary Phase: Image Quality and Lesion Visibility Compared with a Standard T1-weighted Sequence.屏气高分辨率 T1 加权梯度回波肝脏 MRI 与压缩感知技术在钆塞酸增强肝胆期的应用:与标准 T1 加权序列相比,图像质量和病变显示的比较。
Magn Reson Med Sci. 2024 Apr 1;23(2):146-152. doi: 10.2463/mrms.mp.2022-0137. Epub 2023 Feb 4.
4
Intrahepatic mass-forming cholangiocarcinoma: enhancement patterns on gadoxetic acid-enhanced MR images.肝内肿块型胆管细胞癌:钆塞酸增强磁共振成像的增强模式。
Radiology. 2012 Sep;264(3):751-60. doi: 10.1148/radiol.12112308. Epub 2012 Jul 12.
5
Hepatobiliary phase imaging in cirrhotic patients using compressed sensing and controlled aliasing in parallel imaging results in higher acceleration.使用压缩感知和并行成像中的控制混叠在肝硬化患者的肝胆期成像中实现更高的加速。
Eur Radiol. 2024 Apr;34(4):2233-2243. doi: 10.1007/s00330-023-10226-w. Epub 2023 Sep 21.
6
Enhancing gadoxetic acid-enhanced liver MRI: a synergistic approach with deep learning CAIPIRINHA-VIBE and optimized fat suppression techniques.增强钆塞酸增强肝脏 MRI:深度学习 CAIPIRINHA-VIBE 和优化的脂肪抑制技术的协同方法。
Eur Radiol. 2024 Oct;34(10):6712-6725. doi: 10.1007/s00330-024-10693-9. Epub 2024 Mar 16.
7
Suboptimal hepatobiliary phase image in gadoxetic acid-enhanced liver MRI for the evaluation of the HCC: Predictive factors.钆塞酸增强肝脏 MRI 肝胆期图像质量不佳对 HCC 评估的影响因素分析。
Medicine (Baltimore). 2023 Nov 17;102(46):e36176. doi: 10.1097/MD.0000000000036176.
8
Diagnostic performance of gadoxetic acid-enhanced liver MR imaging in the detection of HCCs and allocation of transplant recipients on the basis of the Milan criteria and UNOS guidelines: correlation with histopathologic findings.钆塞酸增强肝脏磁共振成像在检测 HCC 和根据米兰标准和 UNOS 指南分配肝移植受者中的诊断性能:与组织病理学发现的相关性。
Radiology. 2015 Jan;274(1):149-60. doi: 10.1148/radiol.14140141. Epub 2014 Sep 5.
9
Combined gadoxetic acid and gadofosveset enhanced liver MRI: A feasibility and parameter optimization study.钆塞酸二钠与钆布醇联合增强肝脏磁共振成像:一项可行性及参数优化研究
Magn Reson Med. 2016 Jan;75(1):318-28. doi: 10.1002/mrm.25554. Epub 2015 Feb 3.
10
Differentiation of hypointense nodules on gadoxetic acid-enhanced hepatobiliary-phase MRI using T enhanced spin-echo imaging with the time-reversed gradient echo sequence: An initial experience.钆塞酸增强肝胆期 MRI 应用时间反转梯度回波序列 T1 增强自旋回波成像对低信号结节的鉴别诊断:初步经验。
Eur J Radiol. 2017 Oct;95:325-331. doi: 10.1016/j.ejrad.2017.08.025. Epub 2017 Aug 30.

引用本文的文献

1
Gadoxetic acid-enhanced MRI in hepatocellular carcinoma: a comprehensive review of diagnostic, surveillance, and treatment response prediction and assessment.钆塞酸二钠增强磁共振成像在肝细胞癌中的应用:诊断、监测及治疗反应预测与评估的全面综述
Jpn J Radiol. 2025 Sep 15. doi: 10.1007/s11604-025-01870-x.
2
Intracellular enhancement technique for gadoxetic acid-enhanced hepatobiliary-phase magnetic resonance imaging: evaluation of hepatic function.钆塞酸二钠增强肝胆期磁共振成像的细胞内增强技术:肝功能评估
Abdom Radiol (NY). 2025 Jan 31. doi: 10.1007/s00261-025-04817-y.
3
Utility of under-sampled scans with iterative reconstruction and high-frequency preserving transform for high spatial resolution magnetic resonance cholangiopancreatography.

本文引用的文献

1
Feasibility of high-resolution magnetic resonance imaging of the liver using deep learning reconstruction based on the deep learning denoising technique.基于深度学习去噪技术的深度学习重建在肝脏高分辨率磁共振成像中的可行性。
Magn Reson Imaging. 2021 Jul;80:121-126. doi: 10.1016/j.mri.2021.05.001. Epub 2021 May 7.
2
Gadoxetic acid-enhanced dynamic magnetic resonance imaging using optimized integrated combination of compressed sensing and parallel imaging technique.使用压缩感知与并行成像技术的优化集成组合进行钆塞酸增强动态磁共振成像。
Magn Reson Imaging. 2019 Apr;57:111-117. doi: 10.1016/j.mri.2018.11.004. Epub 2018 Nov 12.
3
欠采样扫描结合迭代重建和高频保留变换在高空间分辨率磁共振胰胆管造影中的应用
Jpn J Radiol. 2025 Mar;43(3):463-471. doi: 10.1007/s11604-024-01688-z. Epub 2024 Nov 5.
Conspicuity of Malignant Liver Tumors on Diffusion-Weighted Imaging With Short tau Inversion Recovery After Gadolinium Ethoxybenzyl Diethylenetriaminepentaacetic Acid Administration.
钆塞酸二乙三胺五乙酸给药后短回波时间反转恢复弥散加权成像中恶性肝肿瘤的显著性。
J Magn Reson Imaging. 2019 Feb;49(2):565-573. doi: 10.1002/jmri.26196. Epub 2018 Aug 13.
4
Thin-slice Free-breathing Pseudo-golden-angle Radial Stack-of-stars with Gating and Tracking T-weighted Acquisition: An Efficient Gadoxetic Acid-enhanced Hepatobiliary-phase Imaging Alternative for Patients with Unstable Breath Holding.薄切片自由呼吸伪黄金角径向叠加与门控和跟踪 T1 加权采集:一种用于无法稳定屏气患者的高效钆塞酸增强肝胆期成像替代方法。
Magn Reson Med Sci. 2019 Jan 10;18(1):4-11. doi: 10.2463/mrms.mp.2017-0173. Epub 2018 Mar 9.
5
A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research.可靠性研究中组内相关系数选择与报告指南
J Chiropr Med. 2016 Jun;15(2):155-63. doi: 10.1016/j.jcm.2016.02.012. Epub 2016 Mar 31.
6
Diagnostic performance of contrast-enhanced multidetector computed tomography and gadoxetic acid disodium-enhanced magnetic resonance imaging in detecting hepatocellular carcinoma: direct comparison and a meta-analysis.对比增强多排螺旋 CT 和钆塞酸二钠增强磁共振成像在肝细胞癌诊断中的应用:直接比较和荟萃分析。
Abdom Radiol (NY). 2016 Oct;41(10):1960-72. doi: 10.1007/s00261-016-0807-7.
7
Magnetic resonance imaging of the cirrhotic liver in the era of gadoxetic acid.钆塞酸二钠时代肝硬化肝脏的磁共振成像
World J Gastroenterol. 2016 Jan 7;22(1):103-11. doi: 10.3748/wjg.v22.i1.103.
8
Gadolinium Ethoxybenzyl Diethylenetriamine Pentaacetic Acid (Gd-EOB-DTPA)-Enhanced Magnetic Resonance Imaging and Multidetector-Row Computed Tomography for the Diagnosis of Hepatocellular Carcinoma: A Systematic Review and Meta-analysis.钆乙氧基苄基二乙三胺五乙酸(Gd-EOB-DTPA)增强磁共振成像与多排螺旋计算机断层扫描用于肝细胞癌诊断的系统评价和Meta分析
Medicine (Baltimore). 2015 Aug;94(32):e1157. doi: 10.1097/MD.0000000000001157.
9
Intraindividual Crossover Comparison of Gadoxetic Acid Dose for Liver MRI in Normal Volunteers.正常志愿者肝脏MRI钆塞酸二钠剂量的个体内交叉比较
Magn Reson Med Sci. 2016;15(1):60-72. doi: 10.2463/mrms.2015-0005. Epub 2015 Jun 23.
10
Hepatocellular carcinoma: diagnostic performance of multidetector CT and MR imaging-a systematic review and meta-analysis.肝细胞癌:多排 CT 和 MR 成像的诊断性能——系统评价和荟萃分析。
Radiology. 2015 Apr;275(1):97-109. doi: 10.1148/radiol.14140690. Epub 2015 Jan 5.