Gradient waveform pre-emphasis based on the gradient system transfer function

Magn Reson Med. 2018 Oct;80(4):1521-1532. doi: 10.1002/mrm.27147. Epub 2018 Feb 25.

Abstract

Purpose: The gradient system transfer function (GSTF) has been used to describe the distorted k-space trajectory for image reconstruction. The purpose of this work was to use the GSTF to determine the pre-emphasis for an undistorted gradient output and intended k-space trajectory.

Methods: The GSTF of the MR system was determined using only standard MR hardware without special equipment such as field probes or a field camera. The GSTF was used for trajectory prediction in image reconstruction and for a gradient waveform pre-emphasis. As test sequences, a gradient-echo sequence with phase-encoding gradient modulation and a gradient-echo sequence with a spiral read-out trajectory were implemented and subsequently applied on a structural phantom and in vivo head measurements.

Results: Image artifacts were successfully suppressed by applying the GSTF-based pre-emphasis. Equivalent results are achieved with images acquired using GSTF-based post-correction of the trajectory as a part of image reconstruction. In contrast, the pre-emphasis approach allows reconstruction using the initially intended trajectory.

Conclusion: The artifact suppression shown for two sequences demonstrates that the GSTF can serve for a novel pre-emphasis. A pre-emphasis based on the GSTF information can be applied to any arbitrary sequence type.

Keywords: GIRF; GSTF; gradient impulse response; gradient system transfer function; gradient waveform pre-emphasis; linear and time-invariant system.

MeSH terms

  • Algorithms
  • Brain / diagnostic imaging
  • Head / diagnostic imaging
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Magnetic Resonance Imaging / methods*
  • Models, Biological
  • Phantoms, Imaging
  • Signal Processing, Computer-Assisted