• 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