• DocumentCode
    947023
  • Title

    Impact of an Improved Combination of Signals From Array Coils in Diffusion Tensor Imaging

  • Author

    Gilbert, Guillaume ; Simard, Dany ; Beaudoin, Gilles

  • Author_Institution
    Centre Hosp. de l´´Univ. de Montreal, Montreal
  • Volume
    26
  • Issue
    11
  • fYear
    2007
  • Firstpage
    1428
  • Lastpage
    1436
  • Abstract
    An improved method for the combination of signals from array coils is presented as a way to reduce the influence of the noise floor on the estimation of diffusion tensor imaging (DTI) parameters. By an optimized combination of signals from the array channels and complex averaging of measurements, this method leads to a significant reduction of the noise bias. This combination algorithm allows computation of accurate tensors by using the simple two point method and is shown to provide results similar to the ones obtained using the standard signal combination and a nonlinear regression method with noise parameter estimation. In many applications, the use of this combination method would result in a scan time reduction in comparison to the current standard. The effects of the improved combination on diffusion decay curves, fractional anisotropy maps, and apparent diffusion coefficient (ADC) profiles are demonstrated.
  • Keywords
    biomedical MRI; coils; image denoising; medical image processing; parameter estimation; regression analysis; apparent diffusion coefficient; array channels; diffusion decay curves; diffusion tensor imaging; fractional anisotropy maps; noise bias reduction; noise parameter estimation; nonlinear regression method; phased array coils; Combination of signals; Diffusion tensor imaging (DTI); combination of signals; diffusion tensor imaging (DTI); fractional anisotrophy; fractional anisotropy; noise bias; phased array coils; Algorithms; Brain; Diffusion Magnetic Resonance Imaging; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/TMI.2007.907699
  • Filename
    4359070