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Full waveform inversion for arterial viscoelasticity.

Tuhin Roy1, Murthy N Guddati1

  • 1North Carolina State University, Raleigh, NC, United States of America.

Physics in Medicine and Biology
|February 8, 2023
PubMed
Summary
This summary is machine-generated.

This study introduces a novel full waveform inversion (FWI) method to estimate arterial viscoelasticity using shear wave elastography (SWE). The approach accurately measures both arterial elasticity and viscosity, improving arterial health assessment.

Keywords:
arterial stiffnesscross-correlationguided wavessemi-analytical finite element methodshear wave elastography

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Area of Science:

  • Biomedical Engineering
  • Cardiovascular Research
  • Medical Imaging

Background:

  • Arterial elasticity is a key biomarker, but arterial viscosity is also emerging as crucial.
  • Current shear wave elastography (SWE) methods are more sensitive to elasticity than viscosity.

Purpose of the Study:

  • To develop and validate a new method for estimating arterial viscoelasticity.
  • To simultaneously measure arterial elasticity and viscosity using SWE.

Main Methods:

  • A full waveform inversion (FWI) methodology was developed.
  • The FWI method directly matches predicted and measured arterial wall velocity in space and time.
  • An objective function was minimized using gradient optimization to invert for elasticity and viscosity.

Main Results:

  • The developed objective function is generally convex, enabling effective gradient optimization.
  • The FWI methodology was successfully verified using noisy synthetic data.
  • The proposed FWI method effectively estimates arterial viscoelasticity.

Conclusions:

  • Accurate estimation of arterial viscoelasticity offers a more precise characterization of arterial mechanical properties.
  • This improved characterization can serve as a better indicator of arterial health.
  • The FWI approach provides a robust tool for assessing arterial viscoelasticity.