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Robust Imaging of Speed-of-Sound Using Virtual Source Transmission
Computer-assisted Applications in Medicine Group, ETH Zurich, Switzerland.ORCID iD: 0000-0003-1539-6493
Computer-assisted Applications in Medicine Group, ETH Zurich, Switzerland.
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Division Vi3. Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Computerized Image Analysis and Human-Computer Interaction.ORCID iD: 0000-0003-1737-0756
Kantonsspital Baden, Switzerland.
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2023 (English)In: IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, ISSN 0885-3010, E-ISSN 1525-8955, Vol. 70, no 10, p. 1308-1318Article in journal (Refereed) Published
Abstract [en]

Speed of sound (SoS) is a novel imaging biomarker for assessing the biomechanical characteristics of soft tissues. SoS imaging in the pulse-echo mode using conventional ultrasound (US) systems with hand-held transducers has the potential to enable new clinical uses. Recent work demonstrated that diverging waves (DWs) from a single element (SE) transmit to outperform plane-wave sequences. However, SE transmits have severely limited power and hence produce a low signal-to-noise ratio (SNR) in echo data. We herein propose Walsh–Hadamard (WH) coded and virtual-source (VS) transmit sequences for the improved SNR in SoS imaging. We additionally present an iterative method of estimating beamforming (BF) SoS in the medium, which otherwise confounds SoS reconstructions due to beamforming inaccuracies in the images used for reconstruction. Through numerical simulations, phantom experiments, and in vivo imaging data, we show that WH is not robust against motion, which is often unavoidable in clinical imaging scenarios. Our proposed VS sequence is shown to provide the highest SoS reconstruction performance, especially robust to motion artifacts. In phantom experiments, despite having a comparable SoS root-mean-square error (RMSE) of 17.5–18.0 m/s at rest, with a minor axial probe motion of ≈0.67 mm/s the RMSE for SE, WH, and VS already deteriorate to 20.2, 105.4, and 19.0 m/s, respectively, showing that WH produces unacceptable results, not robust to motion. In the clinical data, the high SNR and motion resilience of VS sequences are seen to yield superior contrast compared to SE and WH sequences.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2023. Vol. 70, no 10, p. 1308-1318
National Category
Medical Imaging Radiology, Nuclear Medicine and Medical Imaging Signal Processing
Identifiers
URN: urn:nbn:se:uu:diva-509643DOI: 10.1109/tuffc.2023.3303172ISI: 001524836700001Scopus ID: 2-s2.0-85167777001OAI: oai:DiVA.org:uu-509643DiVA, id: diva2:1789979
Available from: 2023-08-21 Created: 2023-08-21 Last updated: 2026-06-22Bibliographically approved

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Bezek, Can DenizGöksel, Orcun

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IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control
Medical ImagingRadiology, Nuclear Medicine and Medical ImagingSignal Processing

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