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MRI中用于身体定量磁化率成像的水/脂分离重建

Water/fat separate reconstruction for body quantitative susceptibility mapping in MRI.

作者信息

Kan Hirohito, Nakashima Masahiro, Tsuchiya Takahiro, Yamada Masato, Hiwatashi Akio

机构信息

Department of Integrated Health Sciences, Nagoya University Graduate School of Medicine, 1-1-20, Daiko-Minami, Higashi-ku, Nagoya, Aichi, 461-8673, Japan.

Department of Radiology, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan.

出版信息

Radiol Phys Technol. 2025 Mar;18(1):320-328. doi: 10.1007/s12194-024-00878-8. Epub 2025 Jan 6.

DOI:10.1007/s12194-024-00878-8
PMID:39760974
Abstract

This study aimed to investigate the cause of susceptibility underestimation in body quantitative susceptibility mapping (QSM) and propose a water/fat separate reconstruction to address this issue. A numerical simulation was conducted using conventional QSM with/without body masking. The conventional method with body masking underestimated the susceptibility across all regions, whereas the method without body masking estimated an equivalent value to the ground truth. Additional numerical simulations and human experiments were conducted to compare the water/fat separate reconstruction, which separately reconstructs water and fat susceptibility maps based on the water/fat separation, with conventional QSM with body masking. The proposed method improved susceptibility estimation specifically in only the water tissue. The results of the human experiments were consistent with those of the numerical simulations. The lack of phase information outside the body contributed to susceptibility underestimation in conventional QSM. The developed method addressed susceptibility underestimation only in water tissue in body QSM.

摘要

本研究旨在探究体部定量磁化率成像(QSM)中磁化率低估的原因,并提出一种水/脂分离重建方法来解决这一问题。使用带/不带体部掩膜的传统QSM进行了数值模拟。带体部掩膜的传统方法在所有区域均低估了磁化率,而不带体部掩膜的方法估计值与真实值相当。进行了额外的数值模拟和人体实验,以比较基于水/脂分离分别重建水和脂磁化率图的水/脂分离重建方法与带体部掩膜的传统QSM。所提出的方法尤其仅在水组织中改善了磁化率估计。人体实验结果与数值模拟结果一致。体外相位信息的缺失导致了传统QSM中的磁化率低估。所开发的方法仅解决了体部QSM中水组织的磁化率低估问题。

相似文献

1
Water/fat separate reconstruction for body quantitative susceptibility mapping in MRI.MRI中用于身体定量磁化率成像的水/脂分离重建
Radiol Phys Technol. 2025 Mar;18(1):320-328. doi: 10.1007/s12194-024-00878-8. Epub 2025 Jan 6.
2
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本文引用的文献

1
QSM Throughout the Body.全身定量磁化率(QSM)
J Magn Reson Imaging. 2023 Jun;57(6):1621-1640. doi: 10.1002/jmri.28624. Epub 2023 Feb 7.
2
On the water-fat in-phase assumption for quantitative susceptibility mapping.基于水脂同相位假设的定量磁化率映射。
Magn Reson Med. 2023 Mar;89(3):1068-1082. doi: 10.1002/mrm.29516. Epub 2022 Nov 2.
3
Quantitative Susceptibility Mapping: Basic Methods and Clinical Applications.定量磁敏感图:基本方法及临床应用
Radiographics. 2022 Jul-Aug;42(4):1161-1176. doi: 10.1148/rg.210054. Epub 2022 May 6.
4
Delineation of prostatic calcification using quantitative susceptibility mapping: Spatial accuracy for magnetic resonance-only radiotherapy planning.应用定量磁化率映射对前列腺钙化进行描绘:磁共振引导放射治疗计划的空间准确性。
J Appl Clin Med Phys. 2022 Feb;23(2):e13469. doi: 10.1002/acm2.13469. Epub 2021 Nov 2.
5
Preconditioned water-fat total field inversion: Application to spine quantitative susceptibility mapping.预处理水脂全场反演:在脊柱定量磁化率成像中的应用。
Magn Reson Med. 2022 Jan;87(1):417-430. doi: 10.1002/mrm.28903. Epub 2021 Jul 13.
6
Quantitative susceptibility mapping of prostate with separate calculations for water and fat regions for reducing shading artifacts.前列腺定量磁化率映射,分别计算水和脂肪区域以减少遮蔽伪影。
Magn Reson Imaging. 2020 Feb;66:22-29. doi: 10.1016/j.mri.2019.11.006. Epub 2019 Nov 9.
7
Quantitative susceptibility mapping of the spine using in-phase echoes to initialize inhomogeneous field and R2* for the nonconvex optimization problem of fat-water separation.采用同相位回波对脊柱进行定量磁化率映射,以初始化不均匀场,并利用 R2* 解决脂肪-水分离的非凸优化问题。
NMR Biomed. 2019 Nov;32(11):e4156. doi: 10.1002/nbm.4156. Epub 2019 Aug 19.
8
Rapid automated liver quantitative susceptibility mapping.快速自动化肝脏定量磁化率映射。
J Magn Reson Imaging. 2019 Sep;50(3):725-732. doi: 10.1002/jmri.26632. Epub 2019 Jan 13.
9
The effect of low resolution and coverage on the accuracy of susceptibility mapping.低分辨率和覆盖范围对磁化率映射准确性的影响。
Magn Reson Med. 2019 Mar;81(3):1833-1848. doi: 10.1002/mrm.27542. Epub 2018 Oct 19.
10
Quantitative susceptibility mapping in combination with water-fat separation for simultaneous liver iron and fat fraction quantification.定量磁化率映射结合水脂分离技术用于同时定量肝脏铁和脂肪分数。
Eur Radiol. 2018 Aug;28(8):3494-3504. doi: 10.1007/s00330-017-5263-4. Epub 2018 Feb 22.