Better Than Nothing: A Rational Approach for Minimizing the Impact of Outflow Strategy on Cerebrovascular Simulations
C Chnafa1, O Brina2, V M Pereira2
1From the Biomedical Simulation Laboratory (C.C., D.A.S.), Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario, Canada.
Computational fluid dynamics (CFD) simulations for neurovascular diseases require accurate outflow boundary conditions. A novel splitting method improves flow rate accuracy and reduces model extent sensitivity compared to zero-pressure or Murray's law methods.
Area of Science:
- Biomedical Engineering
- Computational Science
- Medical Imaging
Background:
- Computational fluid dynamics (CFD) simulations are crucial for understanding neurovascular diseases like intracranial aneurysms.
- Modeling uncertainties, particularly outlet boundary conditions, significantly impact simulation accuracy.
- Commonly used zero-pressure and diameter-cubed outflow strategies lack physiological basis and introduce subjectivity.
Purpose of the Study:
- To evaluate the limitations of conventional outflow strategies in CFD simulations of neurovascular diseases.
- To introduce and validate a novel "splitting" method for estimating outflow boundary conditions.
- To assess the impact of different outflow strategies on hemodynamic indices relevant to aneurysm rupture status.
Main Methods:
- A novel splitting method was developed, dividing segmented lumens at bifurcations and estimating local flow divisions using a power law.
- The impact of various outflow strategies on flow rates was tested using 0D simulations for 70 MCA aneurysm cases.
- Hemodynamic indices were analyzed using 3D simulations for 10 MCA aneurysm cases to assess rupture status implications.
Main Results:
- Outflow strategies led to flow rate differences of up to 70%.
- The splitting and Murray-law methods yielded flow rates closest to physiological values.
- The splitting method demonstrated robustness against arbitrary model extent truncation, unlike other methods.
Conclusions:
- Cerebrovascular simulation outcomes are highly sensitive to the chosen outflow strategy.
- The default zero-pressure method is physiologically inaccurate and should be replaced by more robust methods.
- The open-source splitting method is recommended for standardization to improve the reliability of neurovascular simulations.
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