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2019 / Magnetic Resonance Imaging / Article

A fiber coherence index for quality control of B-table orientation in diffusion MRI scans

Kurt G. Schilling, Fang-Cheng Yeh, Vishwesh Nath, Colin Hansen, Owen Williams, Susan Resnick, Adam W. Anderson, Bennett A. Landman

Summary

A fiber coherence index detects incorrectly flipped or permuted diffusion gradient tables by testing whether neighboring fiber orientations agree. Validation across research, clinical, and animal scans supports its use as an automated quality-control check.

Study overview

Incorrect b-vector orientation can invalidate diffusion reconstruction and tractography. This study evaluates a coherence-based method that selects the gradient-table configuration producing the most consistent neighboring fiber orientations. It succeeds across thousands of human scans and a smaller animal dataset; the failures are associated with substantial motion or signal dropout.

Main findings

  • Local fiber coherence can identify gradient-table flips and permutations.
  • Severe image artifacts accounted for the observed failures.
Correct, flipped, and permuted diffusion gradient tables produce different orientation patterns.
Kurt G. Schilling et al. (2019), Figure 1. Correct, flipped, and permuted diffusion gradient tables produce different orientation patterns. Source · Select the figure to view at full size.

Cite this work

Kurt G. Schilling, Fang-Cheng Yeh, Vishwesh Nath, Colin Hansen, Owen Williams, Susan Resnick, Adam W. Anderson, Bennett A. Landman (2019). A fiber coherence index for quality control of B-table orientation in diffusion MRI scans. Magnetic Resonance Imaging. https://doi.org/10.1016/j.mri.2019.01.018

This page summarizes the work; consult the original article for the complete methods, results, and qualifications.