Relative pressure estimation from velocity measurements in blood flows: State-of-the-art and new approaches

被引:18
作者
Bertoglio, Cristobal [1 ,2 ]
Nunez, Rodolfo [1 ]
Galarce, Felipe [1 ,3 ]
Nordsletten, David [4 ]
Osses, Axel [1 ]
机构
[1] Univ Chile, Ctr Math Modeling, Santiago, Chile
[2] Univ Groningen, Johann Bernoulli Inst, Nijenborgh 9, NL-9747 AG Groningen, Netherlands
[3] Pontificia Univ Catolica Valparaiso, Sch Civil Engn, Valparaiso, Chile
[4] Kings Coll London, Dept Biomed Engn, London, England
基金
英国工程与自然科学研究理事会;
关键词
blood flows; Navier-Stokes equations; phase-contrast MRI; relative pressure estimation; DATA ASSIMILATION PROCEDURE; COMPUTATION; FIELDS; 4D;
D O I
10.1002/cnm.2925
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The relative pressure difference across stenotic blood vessels serves as an important clinical index for the diagnosis of many cardiovascular diseases. While the clinical gold standard for relative pressure difference measurements is invasive catheterization, Phase-Contrast Magnetic Resonance Imaging has emerged as a promising tool for enabling a noninvasive quantification, by linking highly spatially resolved velocity measurements with relative pressures via the incompressible Navier-Stokes equations. In this work, we provide a review and analysis of current methods for relative pressure estimation and propose 3 additional techniques. Methods are compared using synthetic data from numerical examples, and sensitivity to subsampling and noise was explored. Through our analysis, we verify that the newly proposed approaches are more robust with respect to spatial subsampling and less sensitive to noise and therefore provide improved means for estimating relative pressure differences noninvasively.
引用
收藏
页数:16
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