Rotating single-shot acquisition (RoSA) with composite reconstruction for fast high-resolution diffusion imaging

Magn Reson Med. 2018 Jan;79(1):264-275. doi: 10.1002/mrm.26671. Epub 2017 Mar 20.

Abstract

Purpose: To accelerate high-resolution diffusion imaging, rotating single-shot acquisition (RoSA) with composite reconstruction is proposed. Acceleration was achieved by acquiring only one rotating single-shot blade per diffusion direction, and high-resolution diffusion-weighted (DW) images were reconstructed by using similarities of neighboring DW images. A parallel imaging technique was implemented in RoSA to further improve the image quality and acquisition speed. RoSA performance was evaluated by simulation and human experiments.

Methods: A brain tensor phantom was developed to determine an optimal blade size and rotation angle by considering similarity in DW images, off-resonance effects, and k-space coverage. With the optimal parameters, RoSA MR pulse sequence and reconstruction algorithm were developed to acquire human brain data. For comparison, multishot echo planar imaging (EPI) and conventional single-shot EPI sequences were performed with matched scan time, resolution, field of view, and diffusion directions.

Results: The simulation indicated an optimal blade size of 48 × 256 and a 30 ° rotation angle. For 1 × 1 mm2 in-plane resolution, RoSA was 12 times faster than the multishot acquisition with comparable image quality. With the same acquisition time as SS-EPI, RoSA provided superior image quality and minimum geometric distortion.

Conclusion: RoSA offers fast, high-quality, high-resolution diffusion images. The composite image reconstruction is model-free and compatible with various diffusion computation approaches including parametric and nonparametric analyses. Magn Reson Med 79:264-275, 2018. © 2017 International Society for Magnetic Resonance in Medicine.

Keywords: blade; dMRI; diffusion imaging; fast; high resolution; single shot.

MeSH terms

  • Algorithms
  • Brain / diagnostic imaging*
  • Computer Simulation
  • Diffusion Magnetic Resonance Imaging*
  • Echo-Planar Imaging
  • Healthy Volunteers
  • Humans
  • Image Enhancement / methods
  • Image Interpretation, Computer-Assisted*
  • Image Processing, Computer-Assisted
  • Phantoms, Imaging*
  • Reproducibility of Results