Title
Multiband Dynamic Compressed Sensing
Abstract
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.
Year
Venue
Keywords
2015
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)
multi-band RF pulse, SMS imaging, dynamic MRI, DCE-MRI, parallel imaging, compressed sensing, slice-GRAPPA
Field
DocType
ISSN
Iterative reconstruction,Computer vision,Computer science,Parallel imaging,Multislice,Noise propagation,Artificial intelligence,Acceleration,Compressed sensing,Brain tissue
Conference
1945-7928
Citations 
PageRank 
References 
0
0.34
0
Authors
6
Name
Order
Citations
PageRank
Huisu Yoon112.08
Dongwook Lee241862.32
Ju-young Lee38814.60
Seung Hong Choi421.06
Sunghong Park511.06
Jong Chul Ye671579.99