Super-Resolution Ultrasound Localization Microscopy for Visualization of the Ocular Blood Flow

被引:16
|
作者
Qian, Xuejun [1 ,2 ]
Huang, Chengwu [3 ]
Li, Runze [1 ]
Song, Brian J. [2 ]
Tchelepi, Hisham [6 ]
Shung, K. Kirk [1 ]
Chen, Shigao [3 ]
Humayun, Mark S. [1 ,4 ,5 ]
Zhou, Qifa [1 ,2 ]
机构
[1] Univ Southern Calif, Dept Biomed Engn, Los Angeles, CA 90089 USA
[2] Univ Southern Calif, Dept Ophthalmol, Los Angeles, CA 90033 USA
[3] Mayo Clin, Coll Med & Sci, Dept Radiol, Rochester, MN 55905 USA
[4] Univ Southern Calif, USC Roski Eye Inst, Los Angeles, CA USA
[5] Univ Southern Calif, USC Ginsburg Inst Biomed Therapeut, Los Angeles, CA USA
[6] Univ Southern Calif, Dept Radiol, Los Angeles, CA USA
基金
美国国家卫生研究院;
关键词
Imaging; Ultrasonic imaging; Image resolution; Optical imaging; Ultrafast optics; Superresolution; Location awareness; Ultrasound localization microscopy; microbubble; ocular vasculature; hemodynamics; OPEN-ANGLE GLAUCOMA; ACOUSTIC SUPERRESOLUTION; VISUAL-FIELD; DOPPLER; VELOCITIES; EYE;
D O I
10.1109/TBME.2021.3120368
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective: The ocular vascular system plays an important role in preserving the visual function. Alterations in either anatomy or hemodynamics of the eye may have adverse effects on vision. Thus, an imaging approach that can monitor alterations of ocular blood flow of the deep eye vasculature ranging from capillary-level vessels to large supporting vessels would be advantageous for detection of early stage retinal and optic nerve diseases. Methods: We propose a super-resolution ultrasound localization microscopy (ULM) technique that can assess both the microvessel and flow velocity of the deep eye with high resolution. Ultrafast plane wave imaging was acquired using an L22-14v linear array on a high frequency Verasonics Vantage system. A robust microbubble localization and tracking technique was applied to reconstruct ULM images. The experiment was first performed on pre-designed flow phantoms in vitro and then tested on a New Zealand white rabbit eye in vivo calibrated to various intraocular pressures (IOP) - 10 mmHg, 30 mmHg and 50 mmHg. Results: We demonstrated that retinal/choroidal vessels, central retinal artery, posterior ciliary artery, and vortex vein were all visible at high resolution. In addition, reduction of vascular density and flow velocity were observed with elevated IOPs. Conclusion: These results indicate that super-resolution ULM is able to image the deep ocular tissue while maintaining high resolution that is comparable with optical coherence tomography angiography. Significance: Capability to detect subtle changes of blood flow may be clinically important in detecting and monitoring eye diseases such as glaucoma.
引用
收藏
页码:1585 / 1594
页数:10
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