Multiband dynamic compressed sensing

The combination of the PI with CS reconstruction has been an important research topic in MR community due to its potential for further acceleration in MR acquisition. In particular, the application to the 3D volumetric imaging has great potential due to the introduction of additional dimension along...

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Bibliographic Details
Main Authors: Huisu Yoon, Dong-wook Lee, Juyoung Lee, Seung Hong Choi, Sung-Hong Park, Jong Chul Ye
Format: Conference Proceeding
Language:English
Subjects:
Acceleration
Coils
Compressed sensing
DCE-MRI
dynamic MRI
Heuristic algorithms
Image reconstruction
Magnetic resonance imaging
multi-band RF pulse
parallel imaging
slice-GRAPPA
SMS imaging
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Summary:The combination of the PI with CS reconstruction has been an important research topic in MR community due to its potential for further acceleration in MR acquisition. In particular, the application to the 3D volumetric imaging has great potential due to the introduction of additional dimension along slice direction. In this work, we propose a combined approach of dynamic compressed sensing (CS) and parallel imaging (PI) for dynamic simultaneous multislice (SMS) imaging using multi-band RF pulses. The proposed algorithm is tested to dynamic contrast-enhanced angiography to observe brain tissue dynamics. SMS image of slice-direction acceleration factor of 2,4 and 8 with in-plane acceleration of 2 are reconstructed by the proposed multi-band dynamic CS algorithm. The reconstructed results show that a proper combination of CS and parallel imaging can effectively suppress noise propagation and provide improved spatio-temporal resolution under high acceleration factor.
ISSN:1945-7928
1945-8452
DOI:10.1109/ISBI.2015.7164021