Magnetic Resonance in Medicine · 2012 · 132 citations · 45 references
Natural SciencesBioengineeringRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyImage ReconstructionImagingMagnetic Resonance Image ReconstructionMagnetic Resonance ImagingMagnetic Resonance Imaging PhysicsMedical ImagingMagnetic Field StrengthMotion-corrected ReconstructionParallel Imaging ReconstructionPartial Fourier ReconstructionPhase ReconstructionRelaxation TimesTransverse RelaxationTransverse Relaxation Time
The combination of parallel imaging with partial Fourier acquisition has greatly improved the performance of diffusion-weighted single-shot EPI and is the preferred method for acquisitions at low to medium magnetic field strength such as 1.5 or 3 T. Increased off-resonance effects and reduced transverse relaxation times at 7 T, however, generate more significant artifacts than at lower magnetic field strength and limit data acquisition. Additional acceleration of k-space traversal using a multishot approach, which acquires a subset of k-space data after each excitation, reduces these artifacts relative to conventional single-shot acquisitions. However, corrections for motion-induced phase errors are not straightforward in accelerated, diffusion-weighted multishot EPI because of phase aliasing. In this study, we introduce a simple acquisition and corresponding reconstruction method for diffusion-weighted multishot EPI with parallel imaging suitable for use at high field. The reconstruction uses a simple modification of the standard sensitivity-encoding (SENSE) algorithm to account for shot-to-shot phase errors; the method is called image reconstruction using image-space sampling function (IRIS). Using this approach, reconstruction from highly aliased in vivo image data using 2-D navigator phase information is demonstrated for human diffusion-weighted imaging studies at 7 T. The final reconstructed images show submillimeter in-plane resolution with no ghosts and much reduced blurring and off-resonance artifacts.
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SENSE: Sensitivity encoding for fast MRI
Klaas P. Pruessmann, Markus Weiger, Markus B. Scheidegger et al. · Magnetic Resonance in Medicine · 1999 · 6.1K citations
Generalized autocalibrating partially parallel acquisitions (GRAPPA)
Mark A. Griswold, Peter M. Jakob, Robin M. Heidemann et al. · Magnetic Resonance in Medicine · 2002 · 5.3K citations · Full text
Denis Le Bihan, D Lallemand, P. Grenier et al. · Radiology · 1986 · 3.9K citations