Super-resolution ultrasound imaging

K Christensen-Jeffries, O Couture, PA Dayton… - Ultrasound in medicine …, 2020 - Elsevier
The majority of exchanges of oxygen and nutrients are performed around vessels smaller
than 100 μm, allowing cells to thrive everywhere in the body. Pathologies such as cancer …

Ultrasound technologies for imaging and modulating neural activity

C Rabut, S Yoo, RC Hurt, Z Jin, H Li, H Guo, B Ling… - Neuron, 2020 - cell.com
Visualizing and perturbing neural activity on a brain-wide scale in model animals and
humans is a major goal of neuroscience technology development. Established electrical and …

Deep learning in ultrasound imaging

RJG Van Sloun, R Cohen, YC Eldar - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
In this article, we consider deep learning strategies in ultrasound systems, from the front end
to advanced applications. Our goal is to provide the reader with a broad understanding of …

Deep unfolded robust PCA with application to clutter suppression in ultrasound

O Solomon, R Cohen, Y Zhang, Y Yang… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Contrast enhanced ultrasound is a radiation-free imaging modality which uses encapsulated
gas microbubbles for improved visualization of the vascular bed deep within the tissue. It …

Short acquisition time super-resolution ultrasound microvessel imaging via microbubble separation

C Huang, MR Lowerison, JD Trzasko, A Manduca… - Scientific reports, 2020 - nature.com
Super-resolution ultrasound localization microscopy (ULM), based on localization and
tracking of individual microbubbles (MBs), offers unprecedented microvascular imaging …

Super-resolution ultrasound localization microscopy based on a high frame-rate clinical ultrasound scanner: an in-human feasibility study

C Huang, W Zhang, P Gong, UW Lok… - Physics in Medicine …, 2021 - iopscience.iop.org
Non-invasive detection of microvascular alterations in deep tissues in vivo provides critical
information for clinical diagnosis and evaluation of a broad-spectrum of pathologies …

Super-resolution ultrasound through sparsity-based deconvolution and multi-feature tracking

J Yan, T Zhang, J Broughton-Venner… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Ultrasound super-resolution imaging through localisation and tracking of microbubbles can
achieve sub-wave-diffraction resolution in mapping both micro-vascular structure and flow …

Super-resolution ultrasound localization microscopy through deep learning

RJG van Sloun, O Solomon, M Bruce… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Ultrasound localization microscopy has enabled super-resolution vascular imaging through
precise localization of individual ultrasound contrast agents (microbubbles) across …

Deep learning for ultrasound localization microscopy

X Liu, T Zhou, M Lu, Y Yang, Q He… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
By localizing microbubbles (MBs) in the vasculature, ultrasound localization microscopy
(ULM) has recently been proposed, which greatly improves the spatial resolution of …

3-D super-resolution ultrasound imaging with a 2-D sparse array

S Harput, K Christensen-Jeffries… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
High-frame-rate 3-D ultrasound imaging technology combined with super-resolution
processing method can visualize 3-D microvascular structures by overcoming the diffraction …