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
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