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Wavefield-Aware quality control and shear wave speed estimation in ocular Vibro-Elastography
Ngoc Thang Bui1, Lauren A Dalvin2, Xiaoming Zhang3
1Department of Radiology, Mayo Clinic, Rochester, MN, USA.
A new wavefield-aware ultrasound vibro-elastography (UVE) framework accurately analyzes shear wave speed in ocular tissues. This method uses dispersion and heterogeneity to differentiate melanoma from nevus lesions, outperforming absolute shear wave speed alone.
Area of Science:
- Biomedical Engineering
- Medical Imaging
- Ophthalmology
Background:
- Complex wavefield phenomena in ocular tissues challenge accurate shear wave speed (SWS) analysis.
- Ultrasound Vibro-Elastography (UVE) is a promising technique for assessing tissue biomechanics.
- Developing robust UVE methods is crucial for analyzing intraocular lesions.
Purpose of the Study:
- To investigate wavefield complexity in confined ocular structures.
- To develop and validate a wavefield-aware framework for UVE analysis.
- To differentiate intraocular lesions based on biomechanical properties.
Main Methods:
- Evaluated wavefield-aware UVE using simulations, phantoms, and patient data.
- Compared spectral k-ω, phase-gradient (DPG/TPI), and local phase velocity imaging with wavefield-based filtering (LPVI-WBF) methods.
- Implemented wavefield quality control (QC) and multifrequency analysis (100-200 Hz).
Main Results:
- k-ω and DPG/TPI methods showed sensitivity to wave reflections and interference, yielding unstable SWS estimates.
- Wavefield-based QC with LPVI-WBF provided stable SWS mapping in intraocular lesion regions.
- Melanoma lesions exhibited significantly stronger dispersion slopes and higher frequency-domain heterogeneity than nevus lesions.
Conclusions:
- Wavefield-aware UVE analysis offers sensitive biomarkers for lesion differentiation.
- Dispersion curve strength and inter-frequency heterogeneity effectively distinguish melanoma from nevus.
- Absolute SWS alone is insufficient for differentiating these intraocular lesions.
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