TY - JOUR
T1 - Integration of the denoising, inpainting and local harmonic Bz algorithm for MREIT imaging of intact animals
AU - Jeon, Kiwan
AU - Kim, Hyung Joong
AU - Lee, Chang Ock
AU - Seo, Jin Keun
AU - Woo, Eung Je
PY - 2010/12/21
Y1 - 2010/12/21
N2 - Conductivity imaging based on the current-injection MRI technique has been developed in magnetic resonance electrical impedance tomography. Current injected through a pair of surface electrodes induces a magnetic flux density distribution inside an imaging object, which results in additional magnetic field inhomogeneity. We can extract phase changes related to the current injection and obtain an image of the induced magnetic flux density. Without rotating the object inside the bore, we can measure only one component B z of the magnetic flux density B = (Bx,B y,Bz). Based on a relation between the internal conductivity distribution and Bz data subject to multiple current injections, one may reconstruct cross-sectional conductivity images. As the image reconstruction algorithm, we have been using the harmonic Bz algorithm in numerous experimental studies. Performing conductivity imaging of intact animal and human subjects, we found technical difficulties that originated from the MR signal void phenomena in the local regions of bones, lungs and gas-filled tubular organs. Measured Bz data inside such a problematic region contain an excessive amount of noise that deteriorates the conductivity image quality. In order to alleviate this technical problem, we applied hybrid methods incorporating ramp-preserving denoising, harmonic inpainting with isotropic diffusion and ROI imaging using the local harmonic Bz algorithm. These methods allow us to produce conductivity images of intact animals with best achievable quality. We suggest guidelines to choose a hybrid method depending on the overall noise level and existence of distinct problematic regions of MR signal void.
AB - Conductivity imaging based on the current-injection MRI technique has been developed in magnetic resonance electrical impedance tomography. Current injected through a pair of surface electrodes induces a magnetic flux density distribution inside an imaging object, which results in additional magnetic field inhomogeneity. We can extract phase changes related to the current injection and obtain an image of the induced magnetic flux density. Without rotating the object inside the bore, we can measure only one component B z of the magnetic flux density B = (Bx,B y,Bz). Based on a relation between the internal conductivity distribution and Bz data subject to multiple current injections, one may reconstruct cross-sectional conductivity images. As the image reconstruction algorithm, we have been using the harmonic Bz algorithm in numerous experimental studies. Performing conductivity imaging of intact animal and human subjects, we found technical difficulties that originated from the MR signal void phenomena in the local regions of bones, lungs and gas-filled tubular organs. Measured Bz data inside such a problematic region contain an excessive amount of noise that deteriorates the conductivity image quality. In order to alleviate this technical problem, we applied hybrid methods incorporating ramp-preserving denoising, harmonic inpainting with isotropic diffusion and ROI imaging using the local harmonic Bz algorithm. These methods allow us to produce conductivity images of intact animals with best achievable quality. We suggest guidelines to choose a hybrid method depending on the overall noise level and existence of distinct problematic regions of MR signal void.
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U2 - 10.1088/0031-9155/55/24/010
DO - 10.1088/0031-9155/55/24/010
M3 - Article
C2 - 21098914
AN - SCOPUS:78650058645
SN - 0031-9155
VL - 55
SP - 7541
EP - 7556
JO - Physics in Medicine and Biology
JF - Physics in Medicine and Biology
IS - 24
ER -