Free-breathing volumetric fat/water separation by combining radial sampling, compressed sensing, and parallel imaging

Magn Reson Med. 2017 Aug;78(2):565-576. doi: 10.1002/mrm.26392. Epub 2016 Sep 9.

Abstract

Purpose: Conventional fat/water separation techniques require that patients hold breath during abdominal acquisitions, which often fails and limits the achievable spatial resolution and anatomic coverage. This work presents a novel approach for free-breathing volumetric fat/water separation.

Methods: Multiecho data are acquired using a motion-robust radial stack-of-stars three-dimensional GRE sequence with bipolar readout. To obtain fat/water maps, a model-based reconstruction is used that accounts for the off-resonant blurring of fat and integrates both compressed sensing and parallel imaging. The approach additionally enables generation of respiration-resolved fat/water maps by detecting motion from k-space data and reconstructing different respiration states. Furthermore, an extension is described for dynamic contrast-enhanced fat-water-separated measurements.

Results: Uniform and robust fat/water separation is demonstrated in several clinical applications, including free-breathing noncontrast abdominal examination of adults and a pediatric subject with both motion-averaged and motion-resolved reconstructions, as well as in a noncontrast breast exam. Furthermore, dynamic contrast-enhanced fat/water imaging with high temporal resolution is demonstrated in the abdomen and breast.

Conclusion: The described framework provides a viable approach for motion-robust fat/water separation and promises particular value for clinical applications that are currently limited by the breath-holding capacity or cooperation of patients. Magn Reson Med 78:565-576, 2017. © 2016 International Society for Magnetic Resonance in Medicine.

Keywords: Dixon imaging; compressed sensing; fat/water separation; free-breathing; radial sampling.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Abdomen / diagnostic imaging
  • Adult
  • Aged, 80 and over
  • Algorithms
  • Breast / diagnostic imaging
  • Child, Preschool
  • Fats / chemistry
  • Female
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Imaging, Three-Dimensional
  • Magnetic Resonance Imaging / methods*
  • Male
  • Middle Aged
  • Respiration
  • Water / chemistry

Substances

  • Fats
  • Water