Key result
Frenet-frame velocity decomposition enables successful evaluation of 3D arterial blood flow simulations.
A novel Frenet-frame-based decomposition method allows for detailed localized analysis of 3D arterial blood flow simulations, linking vessel morphology directly to hemodynamic forces.
Frenet-frame decomposition aids localized arterial flow analysis in simulations; leaves open clinical translation pending human validation.
This paper presents a novel method for the evaluation of three-dimensional blood-flow simulations based, on the decomposition of the velocity field into localized coordinate systems along the vessels centerline. The method is based on the computation of accurate centerlines with the Vascular Modeling Toolkit (VMTK) library, to calculate the localized Frenet-frames along the centerline and the morphological features, namely the curvature and torsion. Using the Frenet-frame unit vectors, the velocity field can be decomposed into axial, circumferential and radial components and visualized in a diagram along the centerline. This paper includes case studies with four idealized geometries resembling the carotid siphon and two patient-specific cases to demonstrate the capability of the method and the connection between morphology and flow. The proposed evaluation method presented in this paper can be easily extended to other derived quantities of the velocity fields, such as the wall shear stress field. Furthermore, it can be used in other fields of engineering with tubular cross-sections with complex torsion and curvature distribution.
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Csippa et al. (2021) studied Arterial Blood Flow / Hemodynamics. Velocity field decomposition using Frenet-frames was evaluated on Velocity field components (axial, secondary, circumferential, radial) along the centerline. Decomposition of the velocity field into localized coordinate systems using Frenet-frames successfully allowed for the evaluation of three-dimensional arterial blood flow simulations.
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