• DocumentCode
    139869
  • Title

    Accelerated pharmacokinetic map determination for dynamic contrast enhanced MRI using frequency-domain based Tofts model

  • Author

    Vajuvalli, Nithin N. ; Nayak, Krupa N. ; Geethanath, Sairam

  • Author_Institution
    Dayananda Sagar Coll. of Eng., Bangalore, India
  • fYear
    2014
  • fDate
    26-30 Aug. 2014
  • Firstpage
    2404
  • Lastpage
    2407
  • Abstract
    Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) is widely used in the diagnosis of cancer and is also a promising tool for monitoring tumor response to treatment. The Tofts model has become a standard for the analysis of DCE-MRI. The process of curve fitting employed in the Tofts equation to obtain the pharmacokinetic (PK) parameters is time-consuming for high resolution scans. Current work demonstrates a frequency-domain approach applied to the standard Tofts equation to speed-up the process of curve-fitting in order to obtain the pharmacokinetic parameters. The results obtained show that using the frequency domain approach, the process of curve fitting is computationally more efficient compared to the time-domain approach.
  • Keywords
    biomedical MRI; cancer; curve fitting; image enhancement; medical image processing; patient monitoring; tumours; DCE-MRI analysis; accelerated pharmacokinetic map determination; cancer diagnosis; curve fitting process; dynamic contrast enhanced magnetic resonance imaging; frequency-domain based Tofts model; tumor response-treatment monitoring; Analytical models; Convolution; Curve fitting; Equations; Magnetic resonance imaging; Mathematical model; Tumors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
  • Conference_Location
    Chicago, IL
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2014.6944106
  • Filename
    6944106