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
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