Shape estimation of flexible ultrasound arrays using spatial coherence: A preliminary study
Amirhossein Omidvar1, Robert Rohling2, Edmond Cretu3
1School of Biomedical Engineering, University of British Columbia, Vancouver, Canada.
Estimating flexible ultrasound array shape using spatial coherence of radiofrequency data improves image accuracy. This method offers a promising solution for advanced ultrasound imaging applications.
Area of Science:
- Medical Imaging
- Ultrasound Technology
- Inverse Problems
Background:
- Flexible ultrasound arrays offer advantages like wider field-of-view and better resolution over rigid arrays.
- Accurate element positioning is crucial for beamforming and geometric sonogram reconstruction with flexible arrays.
- Estimating the shape of flexible transducer arrays remains a challenge.
Purpose of the Study:
- To assess the use of spatial coherence in backscattered radiofrequency data for estimating flexible ultrasound transducer array shape.
- To validate the methodology through simulations and in vivo experiments.
Main Methods:
- Developed an inverse problem approach utilizing spatial coherence of ultrasound backscattered data.
- Evaluated the method using simulated flexible arrays.
- Conducted blinded in vivo experiments with commercial rigid transducer arrays on various anatomical targets and phantoms.
Main Results:
- Shape estimation error was below 0.1 wavelengths for simulated arrays.
- In vivo experiments showed an average Euclidean error below 1.4 wavelengths (median 0.58).
- Complex wavelet structural similarity index exceeded 99% for simulations and 96% for experiments.
Conclusions:
- Optimizing spatial coherence is an effective strategy for estimating unknown conformal ultrasound array shapes.
- The proposed method demonstrates high accuracy in both simulated and real-world ultrasound scenarios.
- This technique holds potential for enhancing the performance and reliability of flexible ultrasound imaging systems.
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