articleMagnetic Resonance in MedicineJun 1, 2010BRONZE OA

SPIRiT: Iterative self‐consistent parallel imaging reconstruction from arbitrary k ‐space

Resonance Research (United States) · University of California, Berkeley · +1 more institution

PubMed
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Abstract

A new approach to autocalibrating, coil-by-coil parallel imaging reconstruction, is presented. It is a generalized reconstruction framework based on self-consistency. The reconstruction problem is formulated as an optimization that yields the most consistent solution with the calibration and acquisition data. The approach is general and can accurately reconstruct images from arbitrary k-space sampling patterns. The formulation can flexibly incorporate additional image priors such as off-resonance correction and regularization terms that appear in compressed sensing. Several iterative strategies to solve the posed reconstruction problem in both image and k-space domain are presented. These are based on a…

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Authors

2

Topics & keywords

Keywords
  • Iterative reconstruction
  • Imaging phantom
  • Regularization (linguistics)
  • Compressed sensing
  • Computer science
  • Algorithm
  • Inverse problem
  • Iterative method
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