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First-Order Induced Current Density Imaging and Electrical Properties Tomography in MRI
- Source :
- IEEE Transactions on Computational Imaging, 4(4), 624-631, IEEE Transactions on Computational Imaging, 4(4)
- Publication Year :
- 2018
-
Abstract
- In this paper, we present an efficient dedicated electrical properties tomography (EPT) algorithm (called first-order current density EPT ) that exploits the particular radio frequency field structure, which is present in the midplane of a birdcage coil, to reconstruct conductivity and permittivity maps in this plane from $\hat{B}_1^+$ data. The algorithm consists of a current density and an electrical properties step. In the current density reconstruction step, the induced currents in the midplane are determined by acting with a specific first-order differentiation operator on the $\hat{B}_1^+$ data. In the electrical properties step, we first determine the electric field strength by solving a particular integral equation, and subsequently determine conductivity and permittivity maps from the constitutive relations. The performance of the algorithm is illustrated by presenting reconstructions of a human brain model based on simulated (noise corrupted) data and of a known phantom model based on experimental data. The method manages to reconstruct conductivity profiles without model related boundary artifacts and is also more robust to noise because only first-order differencing of the data is required as opposed to second-order data differencing in Helmholtz-based approaches. Moreover, reconstructions can be performed in less than a second, allowing for essentially real-time electrical properties mapping.
- Subjects :
- Permittivity
Physics
Mathematical analysis
(B)over-cap(1)(+) field
dielectric tissue properties
Iterative reconstruction
Current density imaging
Integral equation
Noise (electronics)
Imaging phantom
030218 nuclear medicine & medical imaging
Computer Science Applications
03 medical and health sciences
Computational Mathematics
Data differencing
0302 clinical medicine
Magnetic resonance imaging
Signal Processing
Current density
$\hat{B}_1^+$field
electrical properties tomography
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- ISSN :
- 23339403
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Computational Imaging, 4(4), 624-631, IEEE Transactions on Computational Imaging, 4(4)
- Accession number :
- edsair.doi.dedup.....8f603a7363bffb83749cfb7913ec6ab1