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Acoustic super-resolution with ultrasound and microbubbles
Abstract
Ultrasound (US) is a widely used clinical imaging modality that offers penetration depths in tissue of >10 cm. However, the spatial resolution in US imaging is fundamentally limited by diffraction to approximately half the wavelength of the sound wave employed. The spatial resolution of optical microscopy is limited by the same fundamental physics, but in recent years super-resolution imaging techniques have been developed that overcome the diffraction limit through the localization of many spatially separated photo-switchable or photo-activatable fluorophores. In this paper, we apply a related approach to demonstrate super-resolution imaging with US. We imaged dilute suspensions of microbubble contrast agents flowing through narrow tube-based phantoms. By spatially localizing multiple spatially isolated microbubbles, we constructed super-resolved microbubble location density maps that clearly resolve features 5.1-2.2 times smaller than the US system point spread function full width half maximum in the lateral and axial directions respectively. Our initial characterization experiment using a fixed 100 µm diameter brass wire and a US frequency of 2 MHz suggests that for an ideal stationary point scatterer the ultimate resolution of the unmodified clinical US system used could be in the range of 2-4 µm.
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Cites
Super-resolution fluorescence microscopy
Huang, B., Bates, M., & Zhuang, X. (2009) · Annual Review of Biochemistry · doi:10.1146/annurev.biochem.77.061906.092014 · Cited by 1,657
Cited by
Deep learning in ultrasound imaging
van Sloun, R. J. G., Cohen, R., & Eldar, Y. C. (2020) · Proceedings of the IEEE · doi:10.1109/jproc.2019.2932116 · Cited by 316
Switchable Fluorophores for Single-Molecule Localization Microscopy
Li, H., & Vaughan, J. C. (2018) · Chemical Reviews · doi:10.1021/acs.chemrev.7b00767 · Cited by 319
Focused ultrasound for neuromodulation
Darrow, D. P. (2019) · Neurotherapeutics · doi:10.1007/s13311-018-00691-3 · Cited by 190
The Emergence of Functional Ultrasound for Noninvasive Brain–Computer Interface
Zheng, H., Niu, L., Qiu, W., Liang, D., Long, X., Li, G., Liu, Z., & Meng, L. (2023) · Research · doi:10.34133/research.0200 · Cited by 27
Metadata
- Authors
- Viessmann, O. M., Eckersley, R. J., Christensen-Jeffries, K., Tang, M. X., & Dunsby, C.
- Venue
- Physics in Medicine and Biology
- Publisher
- IOP Publishing
- Published
- 2013-09-02
- Volume
- 58
- Issue
- 18
- Pages
- 6447-6458
- ISSN
- 0031-9155 (ISSN-L)
- 1361-6560
- OpenAlex
- W2068166000
- Cited by
- 277
- References
- 1
- FWCI
- 3.01
- Type
- journal article
- Language
- en
- Open access
- closed
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- Viessmann, O. M., Eckersley, R. J., Christensen-Jeffries, K., Tang, M. X., & Dunsby, C. (2013). Acoustic super-resolution with ultrasound and microbubbles. Physics in Medicine and Biology. https://doi.org/10.1088/0031-9155/58/18/6447
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