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J Am Coll Cardiol, 1998; 32:128-134
© 1998 by the American College of Cardiology Foundation
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CLINICAL STUDIES

Accurate noninvasive quantitation of blood flow, cross-sectional lumen vessel area and wall shear stress by three-dimensional paraboloid modeling of magnetic resonance imaging velocity data

Sten Oyre, MD* {dagger} §, Steffen Ringgaard, MS{dagger}, Sebastian Kozerke, MS§, William P. Paaske, MD, DMsc*, Mogens Erlandsen, MS{ddagger}, Peter Boesiger, MS, PhD§ and Erik M. Pedersen, MD, PhD* {dagger}

* Department of Cardiothoracic and Vascular Surgery T, Aarhus University Hospital, Aarhus, Denmark
{dagger} MRI Research Center, Institute of Experimental Clinical Research, Skejby Sygehus, Aarhus University Hospital, Aarhus, Denmark
{ddagger} Department of Biostatistics, Aarhus University, Aarhus, Denmark
§ Institute of Biomedical Engineering and Medical Informatics, University of Zürich and Swiss Federal Institute of Technology, Zurich, Switzerland

Manuscript received November 11, 1997; revised manuscript received March 26, 1998, accepted April 9, 1998.

Address for correspondence: Dr. Sten Oyre, Department of Cardiothoracic and Vascular Surgery T, Aarhus University Hospital, Skejby Sygehus, DK-8200 Aarhus N, Denmark
skejsao{at}aau.dk

Objectives. We present a new method in which a priori knowledge of the blood velocity fields within the boundary layer at the vessel wall, combined with acquisition of high resolution magnetic resonance imaging (MRI) blood velocity data, allow exact modeling at the subpixel level.

Background. Methods are lacking for accurate, noninvasive estimation of blood flow, dynamic cross-sectional lumen vessel area and wall shear stress.

Methods. Using standard acquisition of MRI blood flow velocity data, we fitted all data points (n = 69) within the boundary layer of the velocity profile to a three-dimensional paraboloid, which enabled calculation of absolute volume blood flow, circumferential vessel wall position, lumen vessel area and wall shear stress. The method was tested in a 8.00 ± 0.01-mm diameter glass tube model and applied in vivo to the common carotid artery of seven volunteers.

Results. In vitro the lumen area was assessed with a mean error of 0.6%. The 95% confidence interval included the specified tube dimensions. Common carotid mean blood flow was 7.42 ml/s, and mean (standard error) diastolic/systolic vessel area was 33.25 (0.72 [2.2%])/43.46 (0.65 [1.5%]) mm2. Mean/peak wall shear stress was 0.95 (0.04 [4.2%])/2.56 (0.08 [3.1%]) N/m2.

Conclusions. We describe a new noninvasive method for highly accurate estimation of blood flow, cross-sectional lumen vessel area and wall shear stress. In vitro results and statistical analysis demonstrate the feasibility of the method, and the first in vivo results are comparable to published data.

Abbreviations and Acronyms
  MRI = magnetic resonance imaging
  3DP = three-dimensional paraboloid
  WSS = wall shear stress
  Re = Reynold’s number
  CCA = common carotid artery




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