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
Link To Document :
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