A novel semiautomatic parenchyma extraction method for improved MRI R2* relaxometry of iron loaded liver

7Citations
Citations of this article
26Readers
Mendeley users who have this article in their library.
Get full text

Abstract

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. © 2013 Wiley Periodicals, Inc. © 2013 Wiley Periodicals, Inc.

Cite

CITATION STYLE

APA

Feng, Y., Feng, M., Gao, H., Zhang, X., Xin, X., Feng, Q., … He, T. (2014). A novel semiautomatic parenchyma extraction method for improved MRI R2* relaxometry of iron loaded liver. Journal of Magnetic Resonance Imaging, 40(1), 67–78. https://doi.org/10.1002/jmri.24331

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Save time finding and organizing research with Mendeley

Sign up for free