Effects of signal-to-noise ratio on the accuracy and reproducibility of diffusion tensor imaging-derived fractional anisotropy, mean diffusivity, and principal eigenvector measurements at 1.5T

Jonathan A.D. Farrell, Bennett A. Landman, Craig K. Jones, Seth A. Smith, Jerry L. Prince, Peter C.M. Van Zijl, Susumu Mori

Research output: Contribution to journalArticlepeer-review

Abstract

Purpose: To develop an experimental protocol to calculate the precision and accuracy of fractional anisotropy (FA), mean diffusivity (MD), and the orientation of the principal eigenvector (PEV) as a function of the signal-to-noise ratio (SNR) in vivo. Materials and Methods: A healthy male volunteer was scanned in three separate scanning sessions, yielding a total of 45 diffusion tensor imaging (DTI) scans. To provide FA, MD, and PEV as a function of SNR, sequential scans from a scan session were grouped into nonintersecting sets. Analysis of the accuracy and precision of the DTI-derived contrasts was done in both a voxel-wise and region of interest (ROI)-based manner. Results: An upward bias of FA and no significant bias in MD were present as SNR decreased, confirming results from simulation-based studies. Notably, while the precision of the PEV became worse at low SNR, no bias in the PEV orientation was observed. Overall, an accurate and precise quantification of FA values in GM requires substantially more SNR than the quantification of white matter (WM) FA values Conclusion: This study provides guidance for FA, MD, and PEV quantification and a means to investigate the minimal detectable differences within and across scan sessions as a function of SNR.

Original languageEnglish (US)
Pages (from-to)756-767
Number of pages12
JournalJournal of Magnetic Resonance Imaging
Volume26
Issue number3
DOIs
StatePublished - Sep 2007

Keywords

  • DTI
  • Fractional anisotropy
  • Mean diffusivity
  • Precision
  • Principal eigenvector
  • Reproducibility

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging

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