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 …

[HTML][HTML] Super-resolution ultrasound microvascular imaging: Is it ready for clinical use?

P Song, JM Rubin, MR Lowerison - Zeitschrift für Medizinische Physik, 2023 - Elsevier
The field of super-resolution ultrasound microvascular imaging has been rapidly growing
over the past decade. By leveraging contrast microbubbles as point targets for localization …

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 …

Kalman filter-based microbubble tracking for robust super-resolution ultrasound microvessel imaging

S Tang, P Song, JD Trzasko… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Contrast microbubble (MB)-based super-resolution ultrasound microvessel imaging (SR-
UMI) overcomes the compromise in conventional ultrasound imaging between spatial …

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 …

Transmission–reflection optoacoustic ultrasound (TROPUS) computed tomography of small animals

E Merčep, JL Herraiz, XL Deán-Ben… - Light: Science & …, 2019 - nature.com
Rapid progress in the development of multispectral optoacoustic tomography techniques
has enabled unprecedented insights into biological dynamics and molecular processes in …

SUSHI: Sparsity-based ultrasound super-resolution hemodynamic imaging

A Bar-Zion, O Solomon… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Identifying and visualizing vasculature within organs and tumors has major implications in
managing cardiovascular diseases and cancer. Contrast-enhanced ultrasound scans detect …

Deep learning for super-resolution vascular ultrasound imaging

RJG Van Sloun, O Solomon, M Bruce… - ICASSP 2019-2019 …, 2019 - ieeexplore.ieee.org
Based on the intravascular infusion of gas microbubbles, which act as ultrasound contrast
agents, ultrasound localization microscopy has enabled super resolution vascular imaging …