A Novel Portable Unilateral Magnetic Resonance Magnet for Noninvasive Quantification of Human Liver Fat

被引:0
|
作者
Lu, Rongsheng [1 ]
Jiang, Xiaowen [1 ]
Zhang, Jinxiang [1 ]
Hu, Jianxiong [2 ]
Chen, Xiao [2 ]
Wu, Ziyue [2 ]
Qian, Zhiyong
Luo, Hai [2 ]
Ni, Zhonghua [1 ]
Yi, Hong [1 ]
机构
[1] Southeast Univ, Sch Mech Engn, Jiangsu Key Lab Design & Manufacture Micronano Bio, Nanjing 211189, Peoples R China
[2] Wuxi Marvel Stone Healthcare Co Ltd, Wuxi 214000, Peoples R China
基金
中国国家自然科学基金;
关键词
Magnetic resonance imaging; Fats; Nuclear magnetic resonance; Magnetic fields; Magnetic field measurement; Liver diseases; Radio frequency; Liver fat quantification; magnetic resonance; noninvasive measurement; relaxometry; single-sided magnet; DISEASE; CONNECTIONS; ULTRASOUND; STEATOSIS; OBESITY;
D O I
10.1109/TIM.2023.3268480
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Fatty liver disease has become one of the common liver diseases seriously affecting people's health and quality of life. Existing means to quantify liver fat content are usually invasive and high-cost. Our research aims to design a single-sided magnet to develop a low-cost, noninvasive, and lightweight unilateral magnetic resonance (UMR) system that can satisfy the needs for fatty liver screening and diagnosis. A novel single-sided permanent magnet with a pear-shaped magnetic field iso-surface was designed to avoid the excitation of subcutaneous tissue in the human body. The weight of the magnet was optimized to 12.9 kg, and the mean magnetic field strength of the region of interest (ROI) was 0.07 T. The radio frequency (RF) coil set, the pulse sequence, and the modeling method for measuring proton density fat fraction (PDFF) were also introduced. Experiments for phantoms and volunteers were carried out by the UMR system to verify the performance of detection. The phantom detection results show that the UMR system can effectively avoid the influence of the subcutaneous tissue part on PDFF detection, with reasonable accuracy (around 5% fat fraction error) and robustness (within 10% relative error). Compared with a conventional magnetic resonance imaging (MRI) scanner, measurement results of volunteers (around 3% fat fraction error) show the effectiveness of the UMR system for screening fatty liver diseases. The UMR system developed based on the proposed portable single-sided magnet could be a low-cost and reliable diagnostic tool for noninvasive fatty liver disease diagnosis.
引用
收藏
页数:8
相关论文
共 50 条
  • [41] Noninvasive quantification of human nucleus pulposus pressure with use of T1ρ-weighted magnetic resonance imaging
    Nguyen, An M.
    Johannessen, Wade
    Yoder, Jonathon H.
    Wheaton, Andrew J.
    Vresilovic, Edward J.
    Borthakur, Arijitt
    Elliott, Dawn M.
    JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME, 2008, 90A (04): : 796 - 802
  • [42] A hybrid (iron-fat-water) phantom for liver iron overload quantification in the presence of contaminating fat using magnetic resonance imaging
    Mobini, Nazanin
    Malekzadeh, Malakeh
    Haghighatkhah, Hamidreza
    Rad, Hamidreza Saligheh
    MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE, 2020, 33 (03) : 385 - 392
  • [43] Evaluating Childhood Obesity: Magnetic Resonance-Based Quantification of Abdominal Adipose Tissue and Liver Fat in Children
    Raschpichler, M. C.
    Sorge, I.
    Hirsch, W.
    Mende, M.
    Sergeyev, E.
    Kruber, D.
    Koerner, A.
    Schick, F.
    ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2012, 184 (04): : 324 - 332
  • [44] Accuracy of magnetic resonance for noninvasive cardiac output quantification in postcapillary pulmonary hypertension
    Garcia-Alvarez, A.
    Fernandez-Friera, L.
    Pereda, D.
    Fernandez-Jimenez, R.
    Nuno-Ayala, M.
    Garcia-Ruiz, J. M.
    Guzman, G.
    Pizarro, G.
    Fuster, V.
    Ibanez, B.
    EUROPEAN HEART JOURNAL, 2013, 34 : 525 - 525
  • [45] MYOCARDIAL TAGGING FOR NONINVASIVE QUANTIFICATION OF MYOCARDIAL MOTION BY MAGNETIC-RESONANCE-IMAGING
    BOESIGER, P
    FISCHER, SE
    HESS, OM
    KRAYENBUEHL, HP
    JOURNAL OF MUSCLE RESEARCH AND CELL MOTILITY, 1994, 15 (02) : 205 - 206
  • [46] Noninvasive management of cochlear implant's inner magnet displacement after magnetic resonance
    Di Nardo, Walter
    Giannantonio, Sara
    Schinaia, Lorenzo
    De Corso, Eugenio
    Paludetti, Gaetano
    LARYNGOSCOPE, 2013, 123 (03): : 783 - 786
  • [47] Noninvasive In Vivo Magnetic Resonance Measures of Glutathione Synthesis in Human and Rat Liver as an Oxidative Stress Biomarker
    Skamarauskas, John T.
    Oakley, Fiona
    Smith, Fiona E.
    Bawn, Carlo
    Dunn, Michael
    Vidler, Daniel S.
    Clemence, Matthew
    Blain, Peter G.
    Taylor, Roy
    Gamcsik, Michael P.
    Thelwall, Peter E.
    HEPATOLOGY, 2014, 59 (06) : 2321 - 2330
  • [48] Objective volumetric quantification of fat by Magnetic Resonance Imaging pixel analysis
    Lach, Elliot
    Shoukimas, Gregory M.
    LASERS IN SURGERY AND MEDICINE, 2008, : 5 - 5
  • [49] Quantification of total abdominal fat volumes using magnetic resonance imaging
    Poll, LW
    Wittsack, HJ
    Koch, JA
    Willers, R
    Scherer, A
    Kapitza, C
    Heinemann, L
    Mödder, U
    EUROPEAN JOURNAL OF MEDICAL RESEARCH, 2002, 7 (08) : 347 - 352
  • [50] Quantification of epicardial fat volume using cardiovascular magnetic resonance imaging
    Tonye Teme
    Bassel Sayegh
    Mushabbar Syed
    David Wilber
    Lara Bakhos
    Mark Rabbat
    Journal of Cardiovascular Magnetic Resonance, 16 (Suppl 1)