Localization Free Super-Resolution Microbubble Velocimetry Using a Long Short-Term Memory Neural Network

Author:

Chen Xi1ORCID,Lowerison Matthew R.1ORCID,Dong Zhijie1ORCID,Chandra Sekaran Nathiya Vaithiyalingam2,Llano Daniel A.2,Song Pengfei3ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana–Champaign, Urbana, IL, USA

2. School of Molecular and Cellular Biology, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana–Champaign, Urbana, IL, USA

3. Department of Electrical and Computer Engineering, the Department of Bioengineering, Beckman Institute for Advanced Science and Technology, University of Illinois Urbana–Champaign, Urbana, IL, USA

Funder

National Cancer Institute, the National Institute of Biomedical Imaging and Bioengineering, and the National Institute on Aging of the National Institutes of Health

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Radiological and Ultrasound Technology,Software

Reference46 articles.

1. Super-resolution ultrasound imaging method for microvasculature in vivo with a high temporal accuracy

2. Super-resolution ultrasound imaging of cerebrovascular impairment in a mouse model of Alzheimer’s disease;lowerison;BioRxiv,2022

3. Ultrasound super-resolution imaging provides a noninvasive assessment of renal microvasculature changes during mouse acute kidney injury

4. Aging-related cerebral microvascular changes visualized using ultrasound localization microscopy in the living mouse

5. Fast and selective super-resolution ultrasound in vivo with acoustically activated nanodroplets;riemer;IEEE Trans Med Imag,2022

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