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Design of multishell sampling schemes with uniform coverage in diffusion MRI
Author(s) -
Caruyer Emmanuel,
Lenglet Christophe,
Sapiro Guillermo,
Deriche Rachid
Publication year - 2013
Publication title -
magnetic resonance in medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.696
H-Index - 225
eISSN - 1522-2594
pISSN - 0740-3194
DOI - 10.1002/mrm.24736
Subject(s) - angular resolution (graph drawing) , diffusion mri , sampling (signal processing) , computer science , diffusion , diffusion imaging , angular displacement , resolution (logic) , algorithm , physics , artificial intelligence , acoustics , detector , mathematics , magnetic resonance imaging , telecommunications , medicine , combinatorics , radiology , thermodynamics
Purpose: In diffusion MRI, a technique known as diffusion spectrum imaging reconstructs the propagator with a discrete Fourier transform, from a Cartesian sampling of the diffusion signal. Alternatively, it is possible to directly reconstruct the orientation distribution function in q ‐ball imaging, providing so‐called high angular resolution diffusion imaging. In between these two techniques, acquisitions on several spheres in q‐space offer an interesting trade‐off between the angular resolution and the radial information gathered in diffusion MRI. A careful design is central in the success of multishell acquisition and reconstruction techniques. Methods: The design of acquisition in multishell is still an open and active field of research, however. In this work, we provide a general method to design multishell acquisition with uniform angular coverage. This method is based on a generalization of electrostatic repulsion to multishell. Results: We evaluate the impact of our method using simulations, on the angular resolution in one and two bundles of fiber configurations. Compared to more commonly used radial sampling, we show that our method improves the angular resolution, as well as fiber crossing discrimination. Discussion: We propose a novel method to design sampling schemes with optimal angular coverage and show the positive impact on angular resolution in diffusion MRI. Magn Reson Med 69:1534–1540, 2013. © 2013 Wiley Periodicals, Inc.