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Generalized MRI reconstruction including elastic physiological motion and coil sensitivity encoding

Authors :
Freddy Odille
Cédric Pasquier
Pierre-André Vuissoz
Nicolae Cîndea
Jacques Felblinger
Damien Mandry
Imagerie Adaptative Diagnostique et Interventionnelle (IADI)
Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lorraine (UL)
Institut Élie Cartan de Nancy (IECN)
Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique de Lorraine (INPL)-Université Nancy 2-Université Henri Poincaré - Nancy 1 (UHP)-Institut National de Recherche en Informatique et en Automatique (Inria)
Robust control of infinite dimensional systems and applications (CORIDA)
Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique de Lorraine (INPL)-Université Nancy 2-Université Henri Poincaré - Nancy 1 (UHP)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique de Lorraine (INPL)-Université Nancy 2-Université Henri Poincaré - Nancy 1 (UHP)-Institut National de Recherche en Informatique et en Automatique (Inria)-Laboratoire de Mathématiques et Applications de Metz (LMAM)
Université Paul Verlaine - Metz (UPVM)-Centre National de la Recherche Scientifique (CNRS)-Université Paul Verlaine - Metz (UPVM)-Centre National de la Recherche Scientifique (CNRS)-Inria Nancy - Grand Est
Institut National de Recherche en Informatique et en Automatique (Inria)
Ministére de l'Industrie et de Recherche, France
Grant Number: RNTS2003 - Inserm - Region of Lorraine
Institut National de Recherche en Informatique et en Automatique (Inria)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS)
Institut National de Recherche en Informatique et en Automatique (Inria)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS)-Laboratoire de Mathématiques et Applications de Metz (LMAM)
Felblinger, Jacques
Source :
Magnetic Resonance in Medicine, Magnetic Resonance in Medicine, Wiley, 2008, 59 (6), pp.1401-11. ⟨10.1002/mrm.21520⟩, Magnetic Resonance in Medicine, 2008, 59 (6), pp.1401-11. ⟨10.1002/mrm.21520⟩, Magnetic Resonance in Medicine, Wiley, 2008, 59 (6), pp.1401-1411. ⟨10.1002/mrm.21520⟩
Publication Year :
2008
Publisher :
HAL CCSD, 2008.

Abstract

International audience; This article describes a general framework for multiple coil MRI reconstruction in the presence of elastic physiological motion. On the assumption that motion is known or can be predicted, it is shown that the reconstruction problem is equivalent to solving an integral equation--known in the literature as a Fredholm equation of the first kind--with a generalized kernel comprising Fourier and coil sensitivity encoding, modified by physiological motion information. Numerical solutions are found using an iterative linear system solver. The different steps in the numerical resolution are discussed, in particular it is shown how over-determination can be used to improve the conditioning of the generalized encoding operator. Practical implementation requires prior knowledge of displacement fields, so a model of patient motion is described which allows elastic displacements to be predicted from various input signals (e.g., respiratory belts, ECG, navigator echoes), after a free-breathing calibration scan. Practical implementation was demonstrated with a moving phantom setup and in two free-breathing healthy subjects, with images from the thoracic-abdominal region. Results show that the method effectively suppresses the motion blurring/ghosting artifacts, and that scan repetitions can be used as a source of over-determination to improve the reconstruction.

Details

Language :
English
ISSN :
07403194 and 15222594
Database :
OpenAIRE
Journal :
Magnetic Resonance in Medicine, Magnetic Resonance in Medicine, Wiley, 2008, 59 (6), pp.1401-11. ⟨10.1002/mrm.21520⟩, Magnetic Resonance in Medicine, 2008, 59 (6), pp.1401-11. ⟨10.1002/mrm.21520⟩, Magnetic Resonance in Medicine, Wiley, 2008, 59 (6), pp.1401-1411. ⟨10.1002/mrm.21520⟩
Accession number :
edsair.doi.dedup.....3dc89ae1c2973bfeb50feba909640c2a
Full Text :
https://doi.org/10.1002/mrm.21520⟩