Reconstruction by weighted correlation for MRI with time-varying gradients.

A general reconstruction algorithm for magnetic resonance imaging (MRI) with gradients having arbitrary time dependence is presented. This method estimates spin density by calculating the weighted correlation of the observed free induction decay signal and the phase modulation function at each point. A theorem which states that this method can be derived from the conditions of linearity and shift invariance is presented. Since these conditions are general, most of the MRI reconstruction algorithms proposed so far are equivalent to the weighted correlation method. An explicit representation of the point spread function (PSF) in the weighted correlation method is given. By using this representation, a method to control the PSF and the static field inhomogeneity effects is studied. A correction method for the inhomogeneity is proposed, and a limitation is clarified. Some simulation results are presented.

[1]  Albert Macovski,et al.  A Direct MRJ Hankel Transform System Using Rotating Gradients , 1986, IEEE Transactions on Medical Imaging.

[2]  E M Haacke,et al.  Reduction of MR imaging time by the hybrid fast-scan technique. , 1986, Radiology.

[3]  Peter Mansfield,et al.  BIOLOGICAL AND MEDICAL IMAGING BY NMR , 1978 .

[4]  D. Twieg Acquistion and Accuracy in Rapid NMR Imaging Methods , 1985, Magnetic resonance in medicine.

[5]  C. Ahn,et al.  High-Speed Spiral-Scan Echo Planar NMR Imaging-I , 1986, IEEE Transactions on Medical Imaging.

[6]  Paul C. Lauterbur,et al.  Reconstruction from NMR Data Acquired with Imaging Gradients Having Arbitrary Time Dependence , 1986, IEEE Transactions on Medical Imaging.

[7]  M. M Tropper,et al.  Image reconstruction for the NMR echo-planar technique, and for a proposed adaptation to allow continuous data acquisition , 1981 .

[8]  A Macovski,et al.  Volumetric NMR imaging with time‐varying gradients , 1985, Magnetic Resonance in Medicine.

[9]  Stephen J. Norton,et al.  Fast Magnetic Resonance Imaging with Simultaneously Oscillating and Rotating Fiell Gradients , 1987, IEEE Transactions on Medical Imaging.

[10]  Albert Macovski,et al.  Resolution and Noise Considerations in MRI Systems with Time-Varying Gradients , 1985, IEEE Transactions on Medical Imaging.

[11]  K. Sekihara,et al.  NMR Imaging for Magnets with Large Nonuniformities , 1985, IEEE Transactions on Medical Imaging.

[12]  Albert Macovski,et al.  Inhomogeneity and Multiple Dimension Considerations in Magnetic Resonance Imaging with Time-Varying Gradients , 1985, IEEE Transactions on Medical Imaging.