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Arendt Jensen J, Amin Naji M, Kazmarek PraeSius S, Taghavi I, Schou M, Naur Hansen L, Bech Andersen S, Byrholdt Sogaard S, Sarup Panduro N, Mehlin Sorensen C, Bachmann Nielsen M, Gundlach C, Martin Kjer H, Bjorholm Dahl A, Gueorguiev Tomov B, Lind Ommen M, Bent Larsen N, Vilain Thomsen E. Super-Resolution Ultrasound Imaging Using the Erythrocytes-Part I: Density Images. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2024; 71:925-944. [PMID: 38857145 DOI: 10.1109/tuffc.2024.3411711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2024]
Abstract
A new approach for vascular super-resolution (SR) imaging using the erythrocytes as targets (SUper-Resolution ultrasound imaging of Erythrocytes (SURE) imaging) is described and investigated. SURE imaging does not require fragile contrast agent bubbles, making it possible to use the maximum allowable mechanical index (MI) for ultrasound scanning for an increased penetration depth. A synthetic aperture (SA) ultrasound sequence was employed with 12 virtual sources (VSs) using a 10-MHz GE L8-18i-D linear array hockey stick probe. The axial resolution was [Formula: see text]m) and the lateral resolution was [Formula: see text]m). Field IIpro simulations were conducted on 12.5- μ m radius vessel pairs with varying separations. A vessel pair with a separation of 70 μ m could be resolved, indicating a SURE image resolution below half a wavelength. A Verasonics research scanner was used for the in vivo experiments to scan the kidneys of Sprague-Dawley rats for up to 46 s to visualize their microvasculature by processing from 0.1 up to 45 s of data for SURE imaging and for 46.8 s for SR imaging with a SonoVue contrast agent. Afterward, the renal vasculature was filled with the ex vivo micro-computed tomography (CT) contrast agent Microfil, excised, and scanned in a micro-CT scanner at both a 22.6- μ m voxel size for 11 h and for 20 h in a 5- μ m voxel size for validating the SURE images. Comparing the SURE and micro-CT images revealed that vessels with a diameter of 28 μ m, five times smaller than the ultrasound wavelength, could be detected, and the dense grid of microvessels in the full kidney was shown for scan times between 1 and 10 s. The vessel structure in the cortex was also similar to the SURE and SR images. Fourier ring correlation (FRC) indicated a resolution capability of 29 μ m. SURE images are acquired in seconds rather than minutes without any patient preparation or contrast injection, making the method translatable to clinical use.
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Herickhoff CD, van Schaijk R. cMUT technology developments. Z Med Phys 2023; 33:256-266. [PMID: 37316428 PMCID: PMC10517396 DOI: 10.1016/j.zemedi.2023.04.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 04/28/2023] [Accepted: 04/29/2023] [Indexed: 06/16/2023]
Abstract
Capacitive micromachined ultrasonic transducer (cMUT) technology has steadily advanced since its advent in the mid-1990's. Though cMUTs have not supplanted piezoelectric transducers for medical ultrasound imaging to date, researchers and engineers are continuing to improve cMUTs and leverage unique cMUT characteristics toward new applications. While not intended to be an exhaustive review of every aspect of cMUT state-of-the-art, this article provides a brief overview of cMUT benefits, challenges, and opportunities, as well as recent progress in cMUT research and translation.
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Affiliation(s)
- Carl D Herickhoff
- Department of Biomedical Engineering, University of Memphis, TN, USA.
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Jensen JA, Tomov BG, Haslund LE, Panduro NS, Sorensen CM. Universal Synthetic Aperture Sequence for Anatomic, Functional, and Super Resolution Imaging. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2023; 70:708-720. [PMID: 37247313 DOI: 10.1109/tuffc.2023.3280803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Synthetic aperture (SA) can be used for both anatomic and functional imaging, where tissue motion and blood velocity are revealed. Often, sequences optimized for anatomic B-mode imaging are different from functional sequences, as the best distribution and number of emissions are different. B-mode sequences demand many emissions for a high contrast, whereas flow sequences demand short sequences for high correlations yielding accurate velocity estimates. This article hypothesizes that a single, universal sequence can be developed for linear array SA imaging. This sequence yields high-quality linear and nonlinear B-mode images as well as accurate motion and flow estimates for high and low blood velocities and super-resolution images. Interleaved sequences with positive and negative pulse emissions for the same spherical virtual source were used to enable flow estimation for high velocities and make continuous long acquisitions for low-velocity estimation. An optimized pulse inversion (PI) sequence with 2 ×12 virtual sources was implemented for four different linear array probes connected to either a Verasonics Vantage 256 scanner or the SARUS experimental scanner. The virtual sources were evenly distributed over the whole aperture and permuted in emission order for making flow estimation possible using 4, 8, or 12 virtual sources. The frame rate was 208 Hz for fully independent images for a pulse repetition frequency of 5 kHz, and recursive imaging yielded 5000 images per second. Data were acquired from a phantom mimicking the carotid artery with pulsating flow and the kidney of a Sprague-Dawley rat. Examples include anatomic high contrast B-mode, non-linear B-mode, tissue motion, power Doppler, color flow mapping (CFM), vector velocity imaging, and super-resolution imaging (SRI) derived from the same dataset and demonstrate that all imaging modes can be shown retrospectively and quantitative data derived from it.
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Øygard SH, Ommen ML, Tomov BG, Diederichsen SE, Thomsen EV, Stuart MB, Larsen NB, Jensen JA. Contrast-enhanced ultrasound imaging using capacitive micromachined ultrasonic transducers. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2023; 153:1887. [PMID: 37002075 DOI: 10.1121/10.0017533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 02/20/2023] [Indexed: 05/18/2023]
Abstract
Capacitive micromachined ultrasonic transducers (CMUTs) have a nonlinear relationship between the applied voltage and the emitted signal, which is detrimental to conventional contrast enhanced ultrasound (CEUS) techniques. Instead, a three-pulse amplitude modulation (AM) sequence has been proposed, which is not adversely affected by the nonlinearly emitted harmonics. In this paper, this is shown theoretically, and the performance of the sequence is verified using a 4.8 MHz linear capacitive micromachined ultrasonic transducer (CMUT) array, and a comparable lead zirconate titanate (PZT) array, across 6-60 V applied alternating current (AC) voltage. CEUS images of the contrast agent SonoVue flowing through a 3D printed hydrogel phantom showed an average enhancement in contrast-to-tissue ratio (CTR) between B-mode and CEUS images of 49.9 and 37.4 dB for the PZT array and CMUT, respectively. Furthermore, hydrophone recordings of the emitted signals showed that the nonlinear emissions from the CMUT did not significantly degrade the cancellation in the compounded AM signal, leaving an average of 2% of the emitted power between 26 and 60 V of AC. Thus, it is demonstrated that CMUTs are capable of CEUS imaging independent of the applied excitation voltage when using a three-pulse AM sequence.
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Affiliation(s)
- Sigrid Husebø Øygard
- Department of Health Technology, Technical University of Denmark, DK-2800 Lyngby, Denmark
| | - Martin Lind Ommen
- Department of Health Technology, Technical University of Denmark, DK-2800 Lyngby, Denmark
| | | | | | - Erik Vilain Thomsen
- Department of Health Technology, Technical University of Denmark, DK-2800 Lyngby, Denmark
| | - Matthias Bo Stuart
- Department of Health Technology, Technical University of Denmark, DK-2800 Lyngby, Denmark
| | - Niels Bent Larsen
- Department of Health Technology, Technical University of Denmark, DK-2800 Lyngby, Denmark
| | - Jørgen Arendt Jensen
- Department of Health Technology, Technical University of Denmark, DK-2800 Lyngby, Denmark
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Gao B, Zhang S, He C, Wang R, Yang Y, Jia L, Wang Z, Wu Y, Hu S, Zhang W. Research on Broadband Matching Method for Capacitive Micromachined Ultrasonic Transducers Based on PDMS/TiO 2 Particles. MICROMACHINES 2022; 13:1827. [PMID: 36363848 PMCID: PMC9695076 DOI: 10.3390/mi13111827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 10/23/2022] [Accepted: 10/23/2022] [Indexed: 06/16/2023]
Abstract
The study of impedance matching between a transducer and its working medium is an important part of acoustic transducer design. The traditional quarter wavelength matching (Q-matching) scheme is not suitable for broadband capacitive micromachined ultrasonic transducers. To mitigate this issue, a 0-3 composite broadband matching layer based on polydimethylsiloxane (PDMS) substrate/TiO2 particles is designed to achieve electrical insulation and efficient acoustic energy transfer of underwater capacitive micromachined ultrasonic transducer (CMUT) devices. In this work, the coherent potential approximation model is used to analyze the properties of 0-3 composite materials. Samples are prepared for performance testing to determine the proportion of TiO2 particles that enable the 0-3 composite materials to have the same longitudinal acoustic impedance as water. The CMUT device is packaged by a spin coating and pouring process, and its performance tests are carried out. The experimental results show that the central frequency of the transducer remains at 1.74 MHz, the -6 dB fractional bandwidth increases from 97.3% to 100.3%, the 3 dB directional main beam width increases from 8.3° to 10.3°, the side lobes decrease significantly, and the device has good reception sensitivity. These values imply that the 0-3 composite material has good matching performance, and this matching scheme has the advantages of high efficiency and wide bandwidth. This broadband matching method endows CMUTs with great advantages in underwater detection systems, and it facilitates underwater ultrasonic imaging of CMUT.
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Affiliation(s)
- Bizhen Gao
- State Key Laboratory of Dynamic Measurement Technology, School of Instrumentand Electronics, North University of China, Taiyuan 030051, China
| | - Sai Zhang
- State Key Laboratory of Dynamic Measurement Technology, School of Instrumentand Electronics, North University of China, Taiyuan 030051, China
- Department of Physics, The Institute of Ultrasonic Testing, Jiangsu University, Zhenjiang 212013, China
| | - Changde He
- State Key Laboratory of Dynamic Measurement Technology, School of Instrumentand Electronics, North University of China, Taiyuan 030051, China
| | - Renxin Wang
- State Key Laboratory of Dynamic Measurement Technology, School of Instrumentand Electronics, North University of China, Taiyuan 030051, China
| | - Yuhua Yang
- State Key Laboratory of Dynamic Measurement Technology, School of Instrumentand Electronics, North University of China, Taiyuan 030051, China
| | - Licheng Jia
- State Key Laboratory of Dynamic Measurement Technology, School of Instrumentand Electronics, North University of China, Taiyuan 030051, China
| | - Zhihao Wang
- State Key Laboratory of Dynamic Measurement Technology, School of Instrumentand Electronics, North University of China, Taiyuan 030051, China
| | - Yang Wu
- State Key Laboratory of Dynamic Measurement Technology, School of Instrumentand Electronics, North University of China, Taiyuan 030051, China
| | - Shumin Hu
- State Key Laboratory of Dynamic Measurement Technology, School of Instrumentand Electronics, North University of China, Taiyuan 030051, China
| | - Wendong Zhang
- State Key Laboratory of Dynamic Measurement Technology, School of Instrumentand Electronics, North University of China, Taiyuan 030051, China
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Sanders JL, Biliroglu AO, Newsome IG, Adelegan OJ, Yamaner FY, Dayton PA, Oralkan O. A Handheld Imaging Probe for Acoustic Angiography With an Ultrawideband Capacitive Micromachined Ultrasonic Transducer (CMUT) Array. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2022; 69:2318-2330. [PMID: 35522635 PMCID: PMC9716577 DOI: 10.1109/tuffc.2022.3172566] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
This article presents an imaging probe with a 256-element ultrawideband (UWB) 1-D capacitive micromachined ultrasonic transducer (CMUT) array designed for acoustic angiography (AA). This array was fabricated on a borosilicate glass wafer with a reduced bottom electrode and an additional central plate mass to achieve the broad bandwidth. A custom 256-channel handheld probe was designed and implemented with integrated low-noise amplifiers and supporting power circuitry. This probe was used to characterize the UWB CMUT, which has a functional 3-dB frequency band from 3.5 to 23.5 MHz. A mechanical index (MI) of 0.33 was achieved at 3.5 MHz at a depth of 11 mm. These promising measurements are then combined to demonstrate AA. The use of alternate amplitude modulation (aAM) combined with a frequency analysis of the measured transmit signal demonstrates the suitability of the UWB CMUT for AA. This is achieved by measuring only a low level of unwanted high-frequency harmonics in both the transmit signal and the reconstructed image in the areas other than the contrast bubbles.
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Hybrid Cell Structure for Wideband CMUT: Design Method and Characteristic Analysis. MICROMACHINES 2021; 12:mi12101180. [PMID: 34683231 PMCID: PMC8540624 DOI: 10.3390/mi12101180] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 09/25/2021] [Accepted: 09/28/2021] [Indexed: 11/16/2022]
Abstract
Capacitive micromachined ultrasonic transducer (CMUT) is an ultrasonic transducer based on the microelectromechanical system (MEMS). Wideband CMUT has good application prospects in ultrasonic imaging, ultrasonic identification, flow measurement, and nondestructive testing due to its excellent characteristics. This paper studies the method of increasing the bandwidth of the CMUT, proposes the structure of the wideband CMUT with a hybrid cell structure, and analyzes the design principles and characteristics of the wideband CMUT structure. By changing the cell spacing and the number of cells of different sizes composing the CMUT, we analyze the simulation of the effect of the spacing and number on the CMUT bandwidth, thereby optimizing the bandwidth characteristics of the CMUT. Next, the selection principle of the main structural parameters of the wideband CMUT is analyzed. According to the proposed principle, the CMUT in the air and water are designed and simulated. The results prove that both the air and water CMUT meet the design requirements. The design rules obtained in this paper can provide theoretical guidance for the selection of the main structural parameters of the wideband CMUT.
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Huang X, Wang H, Yu L. Investigation on Design Theory and Performance Analysis of Vacuum Capacitive Micromachined Ultrasonic Transducer. MICROMACHINES 2021; 12:mi12091127. [PMID: 34577770 PMCID: PMC8470439 DOI: 10.3390/mi12091127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 09/08/2021] [Accepted: 09/16/2021] [Indexed: 11/17/2022]
Abstract
The capacitive micromachined ultrasonic transducer (CMUT), as a new acoustic-electric conversion element, has a promising application prospect. In this paper, the structure of the vacuum capacitive micromachined ultrasonic transducer is presented, and its performance-influencing factors are investigated. Firstly, the influencing factors of the performance parameters of the vacuum CMUT are analyzed theoretically based on the circular plate model and flat plate capacitance model, and the design principles of the structural parameters of the CMUT cell are proposed. Then, the finite element simulation software COMSOL Multiphysics is used to construct CMUT cell models with different membrane materials, membrane shapes, membrane radius thicknesses, and cavity heights for simulation verification. The results show that both the membrane parameters and the cavity heights affect the performance parameters of the Vacuum CMUT. In order to improve the efficiency of the CMUT, materials with low bending stiffness should be selected, and the filling factor of the membrane should be increased. In order to achieve high-transmission sound pressure, a smaller radius thickness and a larger cavity height should be selected. To achieve high reception sensitivity, a larger membrane radius thickness and a smaller cavity height should be selected. In order to obtain high fractional bandwidth, a larger membrane radius thickness should be selected. The results of this paper provide a basis for the design of Vacuum CMUT cell structure.
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Affiliation(s)
- Xiao Huang
- National Key Laboratory for Electronic Measurement Technology, North University of China, Taiyuan 030051, China; (X.H.); (L.Y.)
- Key Laboratory of Instrumentation Science & Dynamic Measurement, North University of China, Taiyuan 030051, China
| | - Hongliang Wang
- National Key Laboratory for Electronic Measurement Technology, North University of China, Taiyuan 030051, China; (X.H.); (L.Y.)
- Key Laboratory of Instrumentation Science & Dynamic Measurement, North University of China, Taiyuan 030051, China
- Correspondence:
| | - Lijun Yu
- National Key Laboratory for Electronic Measurement Technology, North University of China, Taiyuan 030051, China; (X.H.); (L.Y.)
- Key Laboratory of Instrumentation Science & Dynamic Measurement, North University of China, Taiyuan 030051, China
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Averkiou MA, Bruce MF, Powers JE, Sheeran PS, Burns PN. Imaging Methods for Ultrasound Contrast Agents. ULTRASOUND IN MEDICINE & BIOLOGY 2020; 46:498-517. [PMID: 31813583 DOI: 10.1016/j.ultrasmedbio.2019.11.004] [Citation(s) in RCA: 89] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 11/05/2019] [Accepted: 11/08/2019] [Indexed: 05/23/2023]
Abstract
Microbubble contrast agents were introduced more than 25 years ago with the objective of enhancing blood echoes and enabling diagnostic ultrasound to image the microcirculation. Cardiology and oncology waited anxiously for the fulfillment of that objective with one clinical application each: myocardial perfusion, tumor perfusion and angiogenesis imaging. What was necessary though at first was the scientific understanding of microbubble behavior in vivo and the development of imaging technology to deliver the original objective. And indeed, for more than 25 years bubble science and imaging technology have evolved methodically to deliver contrast-enhanced ultrasound. Realization of the basic bubbles properties, non-linear response and ultrasound-induced destruction, has led to a plethora of methods; algorithms and techniques for contrast-enhanced ultrasound (CEUS) and imaging modes such as harmonic imaging, harmonic power Doppler, pulse inversion, amplitude modulation, maximum intensity projection and many others were invented, developed and validated. Today, CEUS is used everywhere in the world with clinical indications both in cardiology and in radiology, and it continues to mature and evolve and has become a basic clinical tool that transforms diagnostic ultrasound into a functional imaging modality. In this review article, we present and explain in detail bubble imaging methods and associated artifacts, perfusion quantification approaches, and implementation considerations and regulatory aspects.
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Affiliation(s)
| | - Matthew F Bruce
- Applied Physics Laboratory, University of Washington, Seattle, Washington, USA
| | | | - Paul S Sheeran
- Philips Ultrasound, Bothell, Washington, USA; Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon, USA
| | - Peter N Burns
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada; Imaging Research, Sunnybrook Research Institute, Toronto, Ontario, Canada
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Wang H, Qu J, Wang X, He C, Xue C. Investigation and Analysis of Ultrasound Imaging Based on Linear CMUT Array. INT J PATTERN RECOGN 2019. [DOI: 10.1142/s0218001419570040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In the next generation of ultrasound imaging systems, Capacitive micromachined ultasonic transducer (CMUT) based on microelectromechanical systems (MEMS) is a promising research direction of transducers, which has wide application prospects. In this paper, based on the study of three imaging methods, including classical phased array (CPA) imaging, classical synthetic aperture (CSA) imaging and phased subarray (PSA) imaging, several different imaging schemes are designed for linear CMUT array, after that the performances of these imaging schemes are compared and analyzed. The effects of the three imaging methods are verified and analyzed based on the linear CMUT array. Through analysis, it is found that the image quality of the classical phased array imaging method is the best, the imaging quality of the above three imaging methods can be effectively improved by adopting the amplitude apodization and dynamic focusing method. The research results in this paper will provide theoretical basis and application reference for the design of ultrasonic imaging system based on linear CMUT array in the future.
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Affiliation(s)
- Hongliang Wang
- National Key Laboratory for Electronic Measurement Technology, North University of China, Taiyuan, Shaanxi 030051, P. R. China
- Key Laboratory of Instrumentation Science and Dynamic Measurement, Ministry of Education, North University of China, Taiyuan, Shaanxi 030051, P. R. China
| | - Jiao Qu
- National Key Laboratory for Electronic Measurement Technology, North University of China, Taiyuan, Shaanxi 030051, P. R. China
- Key Laboratory of Instrumentation Science and Dynamic Measurement, Ministry of Education, North University of China, Taiyuan, Shaanxi 030051, P. R. China
| | - Xiangjun Wang
- MOEMS Education Ministry Key Laboratory, Tianjin University, Tianjin 300072, P. R. China
| | - Changde He
- National Key Laboratory for Electronic Measurement Technology, North University of China, Taiyuan, Shaanxi 030051, P. R. China
- Key Laboratory of Instrumentation Science and Dynamic Measurement, Ministry of Education, North University of China, Taiyuan, Shaanxi 030051, P. R. China
| | - Chenyang Xue
- National Key Laboratory for Electronic Measurement Technology, North University of China, Taiyuan, Shaanxi 030051, P. R. China
- Key Laboratory of Instrumentation Science and Dynamic Measurement, Ministry of Education, North University of China, Taiyuan, Shaanxi 030051, P. R. China
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Grand-Perret V, Jacquet JR, Leguerney I, Benatsou B, Grégoire JM, Willoquet G, Bouakaz A, Lassau N, Pitre-Champagnat S. A Novel Microflow Phantom Dedicated to Ultrasound Microvascular Measurements. ULTRASONIC IMAGING 2018; 40:325-338. [PMID: 29923458 DOI: 10.1177/0161734618783975] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Tumor microvascularization is a biomarker of response to antiangiogenic treatments and is accurately assessed by ultrasound imaging. Imaging modes used to visualize slow flows include Power Doppler imaging, dynamic contrast-enhanced ultrasonography, and more recently, microvascular Doppler. Flow phantoms are used to evaluate the performance of Doppler imaging techniques, but they do not have a steady flow and sufficiently small channels. We report a novel device for robust and stable microflow measurements and the study of the microvascularization. Based on microfluidics technology, the prototype features wall-less cylindrical channels of diameters ranging from as small as 147 up to 436 µm, cast in a soft silicone polymer and perfused via a microfluidic flow pressure controller. The device was assessed using flow rates from 49 to 146 µL/min, with less than 1% coefficient of variation over three minutes, corresponding to velocities of 6 to 142 mm/s. This enabled us to evaluate and confirm the reliability of the Superb Microvascular Imaging Doppler mode compared with the Power Doppler mode at these flow rates in the presence of vibrations mimicking physiological motion.
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Affiliation(s)
- Virginie Grand-Perret
- 1 Imagerie par Resonance Magnetique Medicale et Multi-Modalites, Université Paris-Saclay, Orsay, France
| | - Jean-René Jacquet
- 2 Imagerie et cerveau, Inserm, Univ. François Rabelais, Tours, France
| | - Ingrid Leguerney
- 1 Imagerie par Resonance Magnetique Medicale et Multi-Modalites, Université Paris-Saclay, Orsay, France
- 3 Research Department, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Baya Benatsou
- 1 Imagerie par Resonance Magnetique Medicale et Multi-Modalites, Université Paris-Saclay, Orsay, France
- 3 Research Department, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | | | - Georges Willoquet
- 1 Imagerie par Resonance Magnetique Medicale et Multi-Modalites, Université Paris-Saclay, Orsay, France
| | - Ayache Bouakaz
- 2 Imagerie et cerveau, Inserm, Univ. François Rabelais, Tours, France
| | - Nathalie Lassau
- 1 Imagerie par Resonance Magnetique Medicale et Multi-Modalites, Université Paris-Saclay, Orsay, France
- 3 Research Department, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
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