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Dispersion curve calculation in viscoelastic tissue-mimicking materials using non-parametric, parametric, and
Piotr Kijanka1, Matthew W Urban2
1Department of Robotics and Mechatronics, AGH University of Science and Technology, 30-059 Krakow, Poland.
This study compares six methods for calculating shear wave velocity dispersion curves in viscoelastic materials. Advanced methods and the Blackman-Tukey approach offer better results than the fast Fourier transform, especially with noisy data.
Area of Science:
- Biomedical Engineering
- Medical Imaging Physics
- Acoustics
Background:
- Ultrasound shear wave elastography noninvasively evaluates soft tissue mechanical properties.
- Analyzing shear wave velocity dispersion curves is key to understanding tissue viscoelasticity.
- Accurate dispersion curve estimation is crucial for in vivo tissue analysis.
Purpose of the Study:
- To compare the performance of six different methods for calculating shear wave dispersion curves in viscoelastic materials.
- To evaluate these methods using both digital and experimental phantoms with varying noise levels.
- To identify robust and accurate methods for shear wave velocity dispersion analysis.
Main Methods:
- Comparison of six dispersion curve estimation methods: non-parametric, parametric, and high-resolution.
- Testing on digital phantom data generated via finite-difference methods.
- Evaluation using experimental tissue-mimicking phantoms with added white Gaussian noise.
Main Results:
- Advanced methods provide superior frequency resolution and reduced variance compared to the fast Fourier transform.
- The non-parametric Blackman-Tukey method demonstrates comparable performance to advanced techniques.
- Noise significantly impacts dispersion estimation, highlighting the need for robust algorithms.
Conclusions:
- Several advanced methods outperform traditional fast Fourier transform for shear wave dispersion analysis.
- The Blackman-Tukey approach is a viable alternative for shear wave phase velocity dispersion curve calculations.
- Method selection should consider data quality and desired resolution for accurate viscoelasticity assessment.
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