DocumentCode
3140186
Title
On analysis of k-t BLAST for dynamic MRI
Author
Jia, Sen ; Yang, Ran
Author_Institution
Sch. of Inf. Sci. & Technol., Sun Yat-Sen Univ., Guangzhou, China
fYear
2011
fDate
19-21 Dec. 2011
Firstpage
859
Lastpage
864
Abstract
k-t BLAST (Broad-use Linear Acquisition Speed-up Technique) is a popular means of improving imaging speed for dynamic MRI. The impact of several factors such as dealing DC(direct current) separately, the width of the temporal frequency band and the signal estimation capacity of the unaliasing formalisms are investigated. It is shown that the compactness of the temporal frequency representation is crucial to the performance of k-t BLAST. The accuracy of the priori information retrieved from the training data has only diminishing impact on reconstruction quality due to the inaccurate unaliasing equation. The estimation capacity of the unaliasing formalism is insufficient when the signal overlap is severe, and changing the unaliasing formalism accordingly may improve the reconstruction quality.
Keywords
estimation theory; magnetic resonance imaging; medical image processing; broad-use linear acquisition speed-up technique; dynamic MRI; imaging speed; k-t BLAST; signal estimation; temporal frequency band; Acceleration; Equations; Estimation; Frequency estimation; Image reconstruction; Mathematical model; Training data;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation (ICCA), 2011 9th IEEE International Conference on
Conference_Location
Santiago
ISSN
1948-3449
Print_ISBN
978-1-4577-1475-7
Type
conf
DOI
10.1109/ICCA.2011.6138099
Filename
6138099
Link To Document