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Nonlinear beamforming for intracardiac echocardiography: a comparative study. | LitMetric

Nonlinear beamforming for intracardiac echocardiography: a comparative study.

Biomed Eng Lett

Department of Electrical Engineering, Convergence IT Engineering, Device Innovation Center, and Graduate School of Artificial Intelligence, Pohang University of Science and Technology, Pohang, 37673 South Korea.

Published: May 2024

AI Article Synopsis

  • Intracardiac echocardiography (ICE) provides high-quality cardiac imaging but suffers from image quality issues due to artifacts from ultra-compact transducers.
  • The study compares five nonlinear beamforming algorithms, finding that all but the conventional method improve image quality, with DAS+SCF and NL-SMS performing particularly well in lateral and axial resolution, respectively.
  • NL-SMS stands out for its superior temporal resolution, making it suitable for motion tracking in cardiac imaging applications.

Article Abstract

Unlabelled: Intracardiac echocardiography (ICE) enables cardiac imaging with a wide field of view, deep imaging depth, and high frame rate during surgery. However, strong sidelobe and grating lobe artifacts created by the ultra-compact transducer degrade its image quality, making diagnosis and monitoring of treatment difficult. Conventionally, aperture apodization algorithms are often used to suppress sidelobe and grating lobe artifacts at the expense of lateral resolution, which is undesirable in ICE. In this study, we present comparative results of the beamforming methods specifically in ICE application. We demonstrate and compare five nonlinear beamforming algorithms in ICE: nonlinear root delay and sum (NL--DAS), nonlinear root spectral magnitude scaling (NL--SMS), delay-and-sum with coherence factors (DAS + SCF), delay and sum with apodization (DAS + apodization) and delay and sum (DAS). Phantom and experiment compare the performance of each algorithm in static and dynamic conditions. DAS + SCF shows the best lateral resolution, and all four algorithms improve the image contrast and sidelobe suppression over conventional DAS. NL--SMS stands out for the best axial resolution and suppression of grating lobe artifacts. For motion tracking, NL--SMS shows better temporal resolution than other methods. Overall, all the beamforming algorithms other than DAS showed improved image quality. Among them, NL--SMS, which has a high temporal resolution, showed the potential for providing more accurate information regards movement tracking.

Supplementary Information: The online version contains supplementary material available at 10.1007/s13534-024-00352-9.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11026316PMC
http://dx.doi.org/10.1007/s13534-024-00352-9DOI Listing

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