DocumentCode :
1508986
Title :
Indicator dilution models for the quantification of microvascular blood flow with bolus administration of ultrasound contrast agents
Author :
Strouthos, Costas ; Lampaskis, Marios ; Sboros, Vassilis ; McNeilly, Alan ; Averkiou, Michalakis
Author_Institution :
Dept. of Mech. & Manuf. Eng., Univ. of Cyprus, Nicosia, Cyprus
Volume :
57
Issue :
6
fYear :
2010
fDate :
6/1/2010 12:00:00 AM
Firstpage :
1296
Lastpage :
1310
Abstract :
Indicator dilution methods have a long history in the quantification of both macro- and microvascular blood flow in many clinical applications. Various models have been employed in the past to isolate the primary pass of an indicator after an intravenous bolus injection. The use of indicator dilution techniques allows for the estimation of hemodynamic parameters of a tumor or organ and thus may lead to useful diagnostic and therapy monitoring information. In this paper, we review and discuss the properties of the lognormal function, the gamma variate function, the diffusion with drift models, and the lagged normal function, which have been used to model indicator dilution curves in different fields of medicine. We fit these models to contrast-enhanced ultrasound time-intensity curves from liver metastases and the ovine corpora lutea. We evaluate the models´ performance on the image data and compare their predictions for hemodynamic-related parameters such as the area under the curve, the mean transit time, the full-width at half-maximum, the time to the peak intensity, and wash-in time. The models that best fit the experimental data are the lognormal function and the diffusion with drift.
Keywords :
biomedical ultrasonics; blood flow measurement; liver; medical image processing; tumours; bolus administration; contrast-enhanced ultrasound time-intensity curves; diffusion; drift models; gamma variate function; hemodynamic-related parameters; indicator dilution models; lagged normal function; liver metastases; lognormal function; macrovascular blood flow; microvascular blood flow; organ; ovine corpora lutea; therapy monitoring information; tumor; Biomedical imaging; Blood flow; Condition monitoring; Hemodynamics; History; Medical diagnostic imaging; Medical treatment; Neoplasms; Parameter estimation; Ultrasonic imaging; Animals; Area Under Curve; Blood Flow Velocity; Contrast Media; Corpus Luteum; Female; Humans; Image Processing, Computer-Assisted; Injections, Intravenous; Liver Neoplasms; Microvessels; Models, Cardiovascular; Models, Statistical; Regional Blood Flow; Sheep; Ultrasonography;
fLanguage :
English
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-3010
Type :
jour
DOI :
10.1109/TUFFC.2010.1550
Filename :
5480173
Link To Document :
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