journal article·2022-12-13Open access

Simultaneous Coded Plane-Wave Imaging Using an Advanced Ultrasound Forward Model

Frank Nicolet, Denis Bujoreanu, Ewen Carcreff, Hervé Liebgott, Denis Friboulet, Barbara Nicolas

Applied Sciences· Volume 12· Issue 24

Abstract

In the quest for higher acquisition rates of ultrasound images, the simultaneous emission of encoded waves has the potential to overcome the trade-off between acquisition time and image quality. However, the lack of fully orthogonal codes has led to the use of forward models and inverse problem approaches to estimate the imaged medium. Nonetheless, due to some simplifying assumptions on which these models rely, the previously stated trade-off still appears in these acquisition/reconstruction schemes. In this paper, a forward model for ultrasound wave propagation inside a scattering medium is developed for the simultaneous coded emission of plane waves. The tissue reflectivity function of the imaged medium is estimated by solving an ℓ1-regularized version of the corresponding inverse problem. The proposed method is evaluated in silico and in vitro. We demonstrate that this method outperforms the conventional technique that consists of successive emissions of plane waves, reconstruction using delay and sum (DAS), and coherent compounding. In silico, the ability to separate close scatterers is improved by a factor of four in the axial direction and by a factor of 2.5 in the lateral direction. In vitro, the spatial resolution at −6 dB is decreased by a factor of seven. These results suggest that the proposed method could be a valuable tool, particularly for ultrasound imaging of sparse mediums such as in ultrasound localization microscopy.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Ultrasound Imaging and Elastography · Photoacoustic and Ultrasonic Imaging · Ultrasonics and Acoustic Wave Propagation

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

INSA-Lyon, Université de Lyon, UCBL, UJM-Saint-Etienne, CNRS, Inserm, CREATIS UMR 5220, U1206, 69621 Lyon, France

DB-SAS/TPAC, 13 Rue du Bois Briand, 44300 Nantes, France

Funding

the LABEX PRIMES · Université de Lyon, within the program “Investissements d’Avenir” · LabCom Image4US · the LABEX CeLyA · French National Research Agency (ANR) · ANRT

References (61)

Show source-provided references
1. Ultrafast imaging in biomedical ultrasound10.1109/TUFFC.2014.2882 ↗
2. Explososcan: A parallel processing technique for high speed ultrasound imaging with linear phased arrays10.1121/1.390734 ↗
3. High-speed ultrasound volumetric imaging system. I. Transducer design and beam steering10.1109/58.68466 ↗
4. High-speed ultrasound volumetric imaging system. II. Parallel processing and image display10.1109/58.68466 ↗
5. Comparison Between Multiline Transmission and Diverging Wave Imaging: Assessment of Image Quality and Motion Estimation Accuracy10.1109/TUFFC.2019.2925581 ↗
6. Digital computer simulation study of a real-time collections, post processing synthetic focusing ultrasound cardiac camera10.1007/978-1-4615-8216-8_10 ↗
7. Delannoy, B., Torgue, R., Bruneel, C., and Bridou, E. (1979). Ultrafast electronical image reconstruction device. Echocardiology, Springer.10.1007/978-94-009-9324-2_62 ↗
8. Acoustical image reconstruction in parallel-processing analog electronic systems10.1063/1.326397 ↗
9. Real-time 3D ultrasound imaging using sparse synthetic aperture beamforming10.1109/58.710573 ↗
10. Theoretical assessment of a synthetic aperture beamformer for real-time 3-D imaging10.1109/58.775664 ↗
11. In-vivo synthetic aperture flow imaging in medical ultrasound10.1109/TUFFC.2003.1214504 ↗
12. High frame-rate blood vector velocity imaging using plane waves: Simulations and preliminary experiments10.1109/TUFFC.2008.858 ↗
13. Time-resolved pulsed elastography with ultrafast ultrasonic imaging10.1177/016173469902100402 ↗
14. Shear modulus imaging with 2-D transient elastography10.1109/58.996560 ↗
15. High-frame-rate echocardiography using diverging transmit beams and parallel receive beamforming10.1007/s10396-011-0304-0 ↗
16. Nikolov, S.I. (2001). Synthetic Aperture Tissue and Flow Ultrasound Imaging. [Ph.D. Thesis, Department of Biomedical Engineering, Ørsted-DTU, Technical University of Denmark].
17. Ultrafast compound imaging for 2-D motion vector estimation: Application to transient elastography10.1109/TUFFC.2002.1041078 ↗
18. Coherent plane-wave compounding for very high frame rate ultraso nography and transient elastography10.1109/TUFFC.2009.1067 ↗
19. High-contrast ultrafast imaging of the heart10.1109/TUFFC.2014.6722614 ↗
20. Liebgott, H., Rodriguez-Molares, A., Jensen, J.A., and Bernard, O. (2016, January 18–21). Plane-Wave Imaging Challenge in Medical Ultrasound. Proceedings of the IEEE International Ultrasonics Symposium (IUS), Tours, France.10.1109/ULTSYM.2016.7728908 ↗
21. Miwa, H., Hayashi, H., Shimura, T., and Murakami, K. (1981, January 14–16). Simultaneous multifrequency ultrasonography the principle and technology. Proceedings of the IEEE International Ultrasonics Symposium (IUS), Chicago, IL, USA.10.1109/ULTSYM.1981.197703 ↗
22. Coded excitation system for improving the penetration of real-time phased-array imaging systems10.1109/58.143168 ↗
23. Pulse elongation and deconvolution filtering for medical ultrasonic imaging10.1109/58.646915 ↗
24. Use of modulated excitation signals in medical ultrasound. Part I: Concepts and expected benefits10.1109/TUFFC.2005.1406545 ↗
25. A new coded-excitation ultrasound imaging system. I. Basic principles10.1109/58.484473 ↗
26. Space-time encoding for high frame rate ultrasound imaging10.1016/S0041-624X(02)00179-8 ↗
27. Ultrasonic ranging sensor using simultaneous emissions from different transducers10.1109/TUFFC.2004.1386683 ↗
28. Misaridis, T., Fink, M., and Jensen, J.A. (2002, January 8–11). Complex pulsing schemes for high frame rate imaging. Proceedings of the IEEE IUS, Munich, Germany.
29. Gran, F., and Jensen, J.A. (2005, January 12–17). Spatio-temporal encoding using narrow-band linearly frequency modulated signals in synthetic aperture ultrasound imaging. Proceedings of the Medical Imaging 2005: Ultrasonic Imaging and Signal Processing, San Diego, CA, USA.10.1117/12.592352 ↗
30. Spatial encoding using a code division technique for fast ultrasound imaging10.1109/TUFFC.2008.613 ↗
31. Bujoreanu, D., Liebgott, H., and Nicolas, B. (2017, January 5–9). Simultaneous coded plane wave imaging in ultrasound: Problem formulation and constraints. Proceedings of the IEEE ICASSP, New Orleans, LA, USA.
32. Bujoreanu, D., Bernard, A., Nicolas, B., Liebgott, H., and Friboulet, D. (2017, January 6–9). Simultaneous coded plane wave imaging: Implementation on a research echograph. Proceedings of the IEEE IUS, Washington, DC, USA.10.1109/ULTSYM.2017.8091681 ↗
33. Time domain compressive beam forming of ultrasound signals10.1121/1.4919302 ↗
34. Zhang, B., Robert, J.-L., and David, G. (2015, January 21–24). Dual-domain compressed beamforming for medical ultrasound imaging. Proceedings of the 2015 IEEE International Ultrasonics Symposium (IUS), Taipei, Taiwan.10.1109/ULTSYM.2016.7728502 ↗
35. Besson, A., Carrillo, R.E., Bernard, O., Wiaux, Y., and Thiran, J.P. (2016, January 25–28). Compressed delay-and-sum beamforming for ultrafast ultrasound imaging. Proceedings of the 2016 IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, USA.10.1109/ICIP.2016.7532811 ↗
36. Ultrafast ultrasound imaging as an inverse problem: Matrix-free sparse image reconstruction10.1109/TUFFC.2017.2768583 ↗
37. Fast Non-stationary Deconvolution in Ultrasound Imaging
38. Calculation of pressure fields from arbitrarily shaped, apodized, and excited ultrasound transducers10.1109/58.139123 ↗
39. PMorse, M., and Ingard, K.U. (1968). Theoretical Acoustics, Princeton University Press.
40. Pulsed transmit/receive response of ultrasonic piezoelectric transducers10.1121/1.385919 ↗
41. A model for the propagation and scattering of ultrasound in tissue10.1121/1.400497 ↗
42. Generation of acoustic pulses by baffled plane pistons10.1112/S0025579300008184 ↗
43. High-Frame-Rate Echocardiography Using Coherent Compounding With Doppler-Based Motion-Compensation10.1109/TMI.2016.2523346 ↗
44. Idier, J., and Demoment, G. (2008). Main Approaches to the Regularization of Ill-posed Problems. Bayesian Approach to Inverse Problems, John Wiley and Sons.10.1002/9780470611197 ↗
45. A model and regularization scheme for ultrasonic beamforming clutter reduction10.1109/TUFFC.2015.007004 ↗
46. A fast iterative shrinkage-thresholding algorithm for linear inverse problems10.1137/080716542 ↗
47. Field: A Program for Simulating Ultrasound Systems
48. A comparison between ultrasonic array beamforming and super resolution imaging algorithms for non-destructive evaluation10.1016/j.ultras.2013.12.012 ↗
49. An inverse approach for ultrasonic imaging from full matrix capture data: Application to resolution enhancement in NDT10.1109/TUFFC.2020.2990430 ↗
50. Optimized Plane Wave Imaging for Fast and High-Quality Ultrasound Imaging10.1109/TUFFC.2016.2591980 ↗
51. Adaptive noise cancelling: Principles and applications10.1109/PROC.1975.10036 ↗
52. Influence of the ultrasound transducer bandwidth on selection of the complementary Golay bit code length10.1016/j.ultras.2007.07.003 ↗
53. Golay sequences-side-lobe-canceling codes for ultrasonography
54. Bandwidth and resolution enhancement through pulse compression10.1109/TUFFC.2007.310 ↗
55. Experimental Implementation of a Pulse Compression Technique using Coherent Plane Wave Compounding10.1109/TUFFC.2018.2820747 ↗
56. Benane, Y.M., Lavarello, R., Bujoreanu, D., Cachard, C., Varray, F., and Basset, O. (2017, January 6–9). Ultrasound bandwidth enhancement through pulse compression using a CMUT probe. Proceedings of the 2017 IEEE International Ultrasonics Symposium (IUS), Washington, DC, USA.10.1109/ULTSYM.2017.8091522 ↗
57. Ultrafast ultrasound localization microscopy for deep super-resolution vascular imaging10.1038/nature16066 ↗
58. Deep Learning Techniques for Inverse Problems in Imaging10.1109/JSAIT.2020.2991563 ↗
59. Broadband minimum variance beamforming for ultrasound imaging10.1109/TUFFC.2009.1040 ↗
60. Briguet, A., Fanet, H., Sappey-Marinier, D., and Vray, D. (2022, September 01). Imagerie Médicale à Base de Champs Magnétiques et D’ultrasons. Available online: https://hal.archives-ouvertes.fr/hal-00976650/.
61. A linear model approach for ultrasonic inverse problems with attenuation and dispersion10.1109/TUFFC.2014.3018 ↗