TY - JOUR
T1 - Investigation of phase-contrast magnetic resonance imaging underestimation of turbulent flow through the aortic valve phantom
T2 - experimental and computational study using lattice Boltzmann method
AU - Fučík, Radek
AU - Galabov, Radek
AU - Pauš, Petr
AU - Eichler, Pavel
AU - Klinkovský, Jakub
AU - Straka, Robert
AU - Tintěra, Jaroslav
AU - Chabiniok, Radomír
N1 - Funding Information:
The work was supported by the Ministry of Health of the Czech Republic project No. NV19-08-00071, the Czech Science Foundation project No. 18-09539S, the Ministry of Education, Youth, and Sports of the Czech Republic under the OP RDE grant No. CZ.02.1.01/0.0/0.0/16_019/0000765, the Wellcome/EPSRC Centre for Medical Engineering (WT 203148/Z/16/Z), and by the Inria-UT Southwestern Associated Team TOFMOD. In addition, the authors would like to thank IBM Watson iLab for providing access to a system based on IBM Power9 CPUs. Acknowledgements
Publisher Copyright:
© 2020, European Society for Magnetic Resonance in Medicine and Biology (ESMRMB).
PY - 2020/10/1
Y1 - 2020/10/1
N2 - Objective: The accuracy of phase-contrast magnetic resonance imaging (PC-MRI) measurement is investigated using a computational fluid dynamics (CFD) model with the objective to determine the magnitude of the flow underestimation due to turbulence behind a narrowed valve in a phantom experiment. Materials and methods: An acrylic stationary flow phantom is used with three insertable plates mimicking aortic valvular stenoses of varying degrees. Positive and negative horizontal fluxes are measured at equidistant slices using standard PC-MRI sequences by 1.5T and 3T systems. The CFD model is based on the 3D lattice Boltzmann method (LBM). The experimental and simulated data are compared using the Bland-Altman-derived limits of agreement. Based on the LBM results, the turbulence is quantified and confronted with the level of flow underestimation. Results: LBM gives comparable results to PC-MRI for valves up to moderate stenosis on both field strengths. The flow magnitude through a severely stenotic valve was underestimated due to signal void in the regions of turbulent flow behind the valve, consistently with the level of quantified turbulence intensity. Discussion: Flow measured by PC-MRI is affected by noise and turbulence. LBM can simulate turbulent flow efficiently and accurately, it has therefore the potential to improve clinical interpretation of PC-MRI.
AB - Objective: The accuracy of phase-contrast magnetic resonance imaging (PC-MRI) measurement is investigated using a computational fluid dynamics (CFD) model with the objective to determine the magnitude of the flow underestimation due to turbulence behind a narrowed valve in a phantom experiment. Materials and methods: An acrylic stationary flow phantom is used with three insertable plates mimicking aortic valvular stenoses of varying degrees. Positive and negative horizontal fluxes are measured at equidistant slices using standard PC-MRI sequences by 1.5T and 3T systems. The CFD model is based on the 3D lattice Boltzmann method (LBM). The experimental and simulated data are compared using the Bland-Altman-derived limits of agreement. Based on the LBM results, the turbulence is quantified and confronted with the level of flow underestimation. Results: LBM gives comparable results to PC-MRI for valves up to moderate stenosis on both field strengths. The flow magnitude through a severely stenotic valve was underestimated due to signal void in the regions of turbulent flow behind the valve, consistently with the level of quantified turbulence intensity. Discussion: Flow measured by PC-MRI is affected by noise and turbulence. LBM can simulate turbulent flow efficiently and accurately, it has therefore the potential to improve clinical interpretation of PC-MRI.
KW - Aortic valve stenosis
KW - Computational fluid dynamics
KW - Flow phantom
KW - Lattice Boltzmann method
KW - Phase-contrast MRI
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U2 - 10.1007/s10334-020-00837-5
DO - 10.1007/s10334-020-00837-5
M3 - Article
C2 - 32108906
AN - SCOPUS:85080899027
SN - 1352-8661
VL - 33
SP - 649
EP - 662
JO - Magnetic Resonance Materials in Physics, Biology, and Medicine
JF - Magnetic Resonance Materials in Physics, Biology, and Medicine
IS - 5
ER -