A Novel Semiautomatic Parenchyma Extraction Method for Improved MRI R2*Relaxometry of Iron Loaded Liver

被引:6
|
作者
Feng, Yanqiu [1 ]
Feng, Meiyan [1 ]
Gao, Huashuai [1 ]
Zhang, Xinyuan [1 ]
Xin, Xuegang [1 ]
Feng, Qianjin [1 ]
Chen, Wufan [1 ]
He, Taigang [2 ,3 ]
机构
[1] Southern Med Univ, Sch Biomed Engn, Guangzhou, Guangdong, Peoples R China
[2] St Georges Univ London, Cardiovasc Sci Res Ctr, London, England
[3] Royal Brompton Hosp, Cardiovasc Biomed Res Unit, London SW3 6LY, England
基金
英国惠康基金;
关键词
magnetic resonance imaging; R2*; liver iron; semiautomatic parenchyma extraction; HEPATIC IRON; MAGNETIC-RESONANCE; OVERLOAD; THALASSEMIA; DIAGNOSIS; QUANTIFICATION; THERAPY; STORES;
D O I
10.1002/jmri.24331
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To propose and evaluate an automatic method of extracting parenchyma from a manually delineated whole liver for the R2* measurement of iron load. Materials and Methods: In all, 108 transfusion-dependent patients with a wide range of hepatic iron content were scanned with a multiecho gradient-echo sequence. The R2* was measured by fitting the average signal of liver parenchyma, extracted by the proposed semiautomatic parenchyma extraction (SAPE), traditional manually delineated multiple regions-of-interest (mROIs), and T2* thresholding methods to the noise-corrected monoexponential model. The R2* measurement accuracy of the SAPE method was evaluated through simulation; the intra- and interobserver reproducibility of SAPE, mROI, and T2* thresholding were assessed from the in vivo data using coefficient of variation (CoV). Results: In the simulation, the mean absolute percentage error of R2* measurement using SAPE was 0.23% (range 0.01%-1.09%). In vivo study, the CoVs of intra- and interobserver reproducibility were 0.83%, 1.39% for SAPE, 3.63%, 6.28% for mROI, and 1.62%, 2.66% for T2* thresholding, respectively. Conclusion: The SAPE method provides an accurate and reliable approach to assessing the overall hepatic iron content. The improved magnetic resonance imaging (MRI) R2* reproducibility using the SAPE method may lead to more accurate tissue characterization and increased diagnostic confidence.
引用
收藏
页码:67 / 78
页数:12
相关论文
共 50 条
  • [31] Evaluation of liver iron overload with R2* relaxometry with versus without fat suppression: both are clinically accurate but there are differences
    M. Plaikner
    C. Kremser
    H. Zoller
    W. Jaschke
    M. Steurer
    A. Viveiros
    B. Henninger
    European Radiology, 2020, 30 : 5826 - 5833
  • [32] Evaluation of liver iron overload with R2*relaxometry with versus without fat suppression: both are clinically accurate but there are differences
    Plaikner, M.
    Kremser, C.
    Zoller, H.
    Jaschke, W.
    Steurer, M.
    Viveiros, A.
    Henninger, B.
    EUROPEAN RADIOLOGY, 2020, 30 (11) : 5826 - 5833
  • [33] Improved R2* measurements in myocardial iron overload
    Ghugre, NR
    Enriquez, CM
    Coates, TD
    Nelson, MD
    Wood, JC
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2006, 23 (01) : 9 - 16
  • [34] Improved R2*liver iron concentration assessment using a novel fuzzy c-mean clustering scheme
    Saiviroonporn, Pairash
    Viprakasit, Vip
    Krittayaphong, Rungroj
    BMC MEDICAL IMAGING, 2015, 15
  • [35] Improved R2* liver iron concentration assessment using a novel fuzzy c-mean clustering scheme
    Pairash Saiviroonporn
    Vip Viprakasit
    Rungroj Krittayaphong
    BMC Medical Imaging, 15
  • [36] Evaluation of hepatic iron concentration heterogeneities using the MRI R2*mapping method
    Maze, Jean
    Vesselle, Guillaume
    Herpe, Guillaume
    Boucebci, Samy
    Silvain, Christine
    Ingrand, Pierre
    Tasu, Jean-Pierre
    EUROPEAN JOURNAL OF RADIOLOGY, 2019, 116 : 47 - 54
  • [37] POTENTIAL MRI BIOMARKERS OF LIVER FIBROSIS AND INFLAMMATION IN NAFLD WITH DUAL R2 AND R2*MAPPING
    Clark, P.
    Leao Filho, H.
    Chua-Anusorn, W.
    Fabrega, P. P.
    Oliveira, C. P.
    JOURNAL OF HEPATOLOGY, 2016, 64 : S737 - S737
  • [38] Rapid Look-Up Table Method for Noise-Corrected Curve Fitting in the R2*Mapping of Iron Loaded Liver
    Wang, Changqing
    He, Taigang
    Liu, Xiaoyun
    Zhong, Shouming
    Chen, Wufan
    Feng, Yanqiu
    MAGNETIC RESONANCE IN MEDICINE, 2015, 73 (02) : 865 - 871
  • [39] Histological Scores Validate the Accuracy of Hepatic Iron Load Measured by Signal Intensity Ratio and R2*Relaxometry MRI in Dialysis Patients
    Rostoker, Guy
    Laroudie, Mireille
    Blanc, Raphael
    Griuncelli, Mireille
    Loridon, Christelle
    Lepeytre, Fanny
    Rabate, Clementine
    Cohen, Yves
    JOURNAL OF CLINICAL MEDICINE, 2020, 9 (01)
  • [40] Noninvasive mapping of fibrosis and inflammation in nonalcoholic fatty liver disease: isolating fibrogenesis in the Space of Disse with MRI R2 multicomponent relaxometry
    Clark, P.
    Chua-Anusorn, W.
    Oliveira, C.
    Rocha, M.
    Carrilho, F. J.
    Lima, F.
    Alves, V.
    Oliveira, B.
    Filho, H. L.
    JOURNAL OF HEPATOLOGY, 2018, 68 : S553 - S553