An auto‐calibrated, angularly continuous, two‐dimensional GRAPPA kernel for propeller trajectories
Open Access
- 24 November 2008
- journal article
- research article
- Published by Wiley in Magnetic Resonance in Medicine
- Vol. 60 (6) , 1457-1465
- https://doi.org/10.1002/mrm.21788
Abstract
The k‐space readout of propeller‐type sequences may be accelerated by the use of parallel imaging (PI). For PROPELLER, the main benefits are reduced blurring due to T2 decay and specific absorption ratio (SAR) reduction, whereas, for EPI‐based propeller acquisitions, such as Turbo‐PROP and short‐axis readout propeller EPI (SAP‐EPI), the faster k‐space traversal alleviates geometric distortions. In this work, the feasibility of calculating a two‐dimensional (2D) GRAPPA kernel on only the undersampled propeller blades themselves is explored, using the matching orthogonal undersampled blade. It is shown that the GRAPPA kernel varies slowly across blades; therefore, an angularly continuous 2D GRAPPA kernel is proposed, in which the angular variation of the weights is parameterized. This new angularly continuous kernel formulation greatly increases the numerical stability of the GRAPPA weight estimation, allowing for generation of fully sampled diagnostic quality images using only the undersampled propeller data. Magn Reson Med 60:1457–1465, 2008.Keywords
Funding Information
- Swedish Research Council
- Unknown funding agency (K2007-53P-20322-01-4)
- NIH (1R01EB002711)
- Center of Advanced MR Technology at Stanford (P41RR09784)
- Lucas Foundation
- Oak Foundation
This publication has 14 references indexed in Scilit:
- Clinical multishot DW‐EPI through parallel imaging with considerations of susceptibility, motion, and noiseMagnetic Resonance in Medicine, 2007
- Augmented generalized SENSE reconstruction to correct for rigid body motionMagnetic Resonance in Medicine, 2006
- Propeller EPI in the other directionMagnetic Resonance in Medicine, 2006
- Auto‐calibrated parallel spiral imagingMagnetic Resonance in Medicine, 2006
- Turboprop: Improved PROPELLER imagingMagnetic Resonance in Medicine, 2006
- Improved data reconstruction method for GRAPPAMagnetic Resonance in Medicine, 2005
- Tailored utilization of acquired k-space points for GRAPPA reconstructionJournal of Magnetic Resonance, 2005
- Generalized autocalibrating partially parallel acquisitions (GRAPPA)Magnetic Resonance in Medicine, 2002
- Variable Metric Method for MinimizationSIAM Journal on Optimization, 1991
- A Simplex Method for Function MinimizationThe Computer Journal, 1965