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Generalized MRI reconstruction including elastic physiological motion and coil sensitivity encoding
- 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.
- Subjects :
- reconstruction
[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging
Movement
Physics::Medical Physics
Fredholm integral equation
Displacement (vector)
Imaging phantom
030218 nuclear medicine & medical imaging
magnetic resonance
Electrocardiography
03 medical and health sciences
symbols.namesake
0302 clinical medicine
Coronary Circulation
Motion estimation
Fredholm equation
Image Processing, Computer-Assisted
Humans
Radiology, Nuclear Medicine and imaging
Computer vision
motion correction
parallel imaging
ComputingMilieux_MISCELLANEOUS
[INFO.INFO-BI] Computer Science [cs]/Bioinformatics [q-bio.QM]
Mathematics
[SDV.BIBS] Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]
Phantoms, Imaging
business.industry
Linear system
Magnetic Resonance Imaging
[SDV.BIBS]Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]
Motion field
Kernel (image processing)
Electromagnetic coil
Calibration
symbols
Artificial intelligence
[INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM]
Artifacts
business
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
Algorithms
030217 neurology & neurosurgery
Subjects
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⟩