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Combining autocorrelation signals with delay multiply and sum beamforming algorithm for ultrasound imaging
Ke Song1,2, Paul Liu3, Dong C Liu4
1College of Computer Science, Sichuan University, Chengdu, 610065, China. songke_personal@126.com.
A novel lag-based delay multiply and sum (L-DMAS) beamforming algorithm improves ultrasound image quality. L-DMAS outperforms traditional delay and sum (DAS) and filtered delay multiply and sum (F-DMAS) methods, offering enhanced resolution and contrast.
Area of Science:
- Medical Imaging
- Ultrasound Technology
- Signal Processing
Background:
- The delay and sum (DAS) beamforming algorithm is a standard in ultrasound imaging but offers limited resolution and contrast.
- Filtered delay multiply and sum (F-DMAS) offers improvements but still has limitations in image quality.
Purpose of the Study:
- To introduce a novel lag-based delay multiply and sum (L-DMAS) beamforming algorithm.
- To enhance the efficiency and performance of ultrasound image quality beyond existing methods.
Main Methods:
- Developed the lag-based delay multiply and sum (L-DMAS) algorithm, integrating autocorrelation signals with the delay multiply and sum (DMAS) approach.
- Utilized Field II software for simulations on point target and cyst phantoms.
- Evaluated algorithm performance using simulated, experimental, and in vivo ultrasound data.
Main Results:
- Both double stage delay multiply and sum (DS-DMAS) and L-DMAS significantly outperformed DAS and F-DMAS across all tested datasets.
- L-DMAS demonstrated superior performance compared to DS-DMAS in specific scenarios.
- The proposed L-DMAS algorithm consistently improved image quality metrics.
Conclusions:
- The L-DMAS beamforming algorithm represents a significant advancement in ultrasound imaging.
- L-DMAS offers superior resolution and contrast compared to conventional and F-DMAS methods.
- This novel approach holds promise for enhanced diagnostic capabilities in ultrasound applications.
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