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Distribution of Intravascular and Extravascular Extracellular Volume Fractions by Total Area under Curve for Neovascularization Assessment by Dynamic Contrast‑Enhanced Magnetic Resonance Imaging
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نویسنده
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Sun Yi
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منبع
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journal of medical signals and sensors - 2014 - دوره : 4 - شماره : 3 - صفحه:159 -170
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چکیده
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In this paper, we propose and investigate distribution of intravascular and extravascular extracellular volume fractions (dieef) as a noninvasive biomarker for neovascularization assessment by dynamic contrast enhanced magnetic resonance imaging (dce mri).a generalized two compartment exchange model (g2cxm) that uniformly includes the patlak model, tofts model, extended toftsmodel, and recent two compartment exchange model as special instances is first presented. based on the total area under curveof the g2cxm a method of dieef estimation without knowing the artery input function is proposed. the mean square error ofdieef estimate in the presence of noise and with incomplete dce mri data is analyzed. simulation results demonstrate that dieefestimate is accurate when signal to noise ratio is only 5 db in both cases of tracer infusion and bolus injection, and slightly favors the bolus injection. tested on a model of atherosclerotic rabbits, the dieef of aorta plaques is positively correlated with the histological neovessel count with correlation coefficient of 0.940 and p = 0.017, and outperforms six semiquantitative parameters in the literature.dieef might be useful as a biomarker for noninvasive neovascularization assessment by dce mri.
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کلیدواژه
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Atherosclerosis ,biomarker ,dynamic contrast enhanced magnetic resonance imaging ,neovascularization ,pharmacokinetics ,tumor
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آدرس
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Department of Electrical Engineering, The City College of City University of New York, New York, NY, USA, ایران
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Authors
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