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AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleAdult Brain
Open Access

Improving Perfusion Measurement in DSC–MR Imaging with Multiecho Information for Arterial Input Function Determination

A.T. Newton, S. Pruthi, A.M. Stokes, J.T. Skinner and C.C. Quarles
American Journal of Neuroradiology July 2016, 37 (7) 1237-1243; DOI: https://doi.org/10.3174/ajnr.A4700
A.T. Newton
aFrom the Department of Radiology and Radiological Sciences (A.T.N., S.P.), Vanderbilt University Medical Center, Nashville, Tennessee
bInstitute of Imaging Science (A.T.N.), Vanderbilt University, Nashville, Tennessee
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S. Pruthi
aFrom the Department of Radiology and Radiological Sciences (A.T.N., S.P.), Vanderbilt University Medical Center, Nashville, Tennessee
cMonroe Carell Jr. Children's Hospital at Vanderbilt (S.P.), Nashville, Tennessee
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A.M. Stokes
dBarrow Neurological Institute (A.M.S., C.C.Q.), Phoenix, Arizona
eSaint Joseph's Hospital and Medical Center (A.M.S., C.C.Q.), Phoenix, Arizona
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J.T. Skinner
fNational Comprehensive Cancer Network (J.T.S.), Fort Washington, Pennsylvania.
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C.C. Quarles
dBarrow Neurological Institute (A.M.S., C.C.Q.), Phoenix, Arizona
eSaint Joseph's Hospital and Medical Center (A.M.S., C.C.Q.), Phoenix, Arizona
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Abstract

BACKGROUND AND PURPOSE: Clinical measurements of cerebral perfusion have been increasingly performed with multiecho dynamic susceptibility contrast–MR imaging techniques due to their ability to remove confounding T1 effects of contrast agent extravasation from perfusion quantification. However, to this point, the extra information provided by multiecho techniques has not been used to improve the process of estimating the arterial input function, which is critical to accurate perfusion quantification. The purpose of this study is to investigate methods by which multiecho DSC-MRI data can be used to automatically avoid voxels whose signal decreases to the level of noise when calculating the arterial input function.

MATERIALS AND METHODS: Here we compare postprocessing strategies for clinical multiecho DSC–MR imaging data to test whether arterial input function measures could be improved by automatically identifying and removing voxels exhibiting signal attenuation (truncation) artifacts.

RESULTS: In a clinical pediatric population, we found that the Pearson correlation coefficient between ΔR2* time-series calculated from each TE individually was a valuable criterion for automated estimation of the arterial input function, resulting in higher peak arterial input function values while maintaining smooth and reliable arterial input function shapes.

CONCLUSIONS: This work is the first to demonstrate that multiecho information may be useful in clinically important automatic arterial input function estimation because it can be used to improve automatic selection of voxels from which the arterial input function should be measured.

ABBREVIATIONS:

AIF
arterial input function
ΔR2*
change in effective transverse relaxation rate
QM
quality of merit
R
Pearson correlation coefficient
RMSerror
root-mean-square error
  • © 2016 by American Journal of Neuroradiology

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American Journal of Neuroradiology: 37 (7)
American Journal of Neuroradiology
Vol. 37, Issue 7
1 Jul 2016
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Cite this article
A.T. Newton, S. Pruthi, A.M. Stokes, J.T. Skinner, C.C. Quarles
Improving Perfusion Measurement in DSC–MR Imaging with Multiecho Information for Arterial Input Function Determination
American Journal of Neuroradiology Jul 2016, 37 (7) 1237-1243; DOI: 10.3174/ajnr.A4700

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Improving Perfusion Measurement in DSC–MR Imaging with Multiecho Information for Arterial Input Function Determination
A.T. Newton, S. Pruthi, A.M. Stokes, J.T. Skinner, C.C. Quarles
American Journal of Neuroradiology Jul 2016, 37 (7) 1237-1243; DOI: 10.3174/ajnr.A4700
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