Learned super resolution ultrasound for improved breast lesion characterization

O Bar-Shira, A Grubstein, Y Rapson, D Suhami… - … Image Computing and …, 2021 - Springer
Breast cancer is the most common malignancy in women. Mammographic findings such as
microcalcifications and masses, as well as morphologic features of masses in sonographic …

Deep 3D convolutional neural networks for fast super-resolution ultrasound imaging

K Brown, J Dormer, B Fei… - Medical Imaging 2019 …, 2019 - spiedigitallibrary.org
Super-resolution ultrasound imaging (SR-US) is a new technique which breaks the
diffraction limit and can help visualize microvascularity at a resolution of tens of microns …

Clinical pilot application of super-resolution US imaging in breast cancer

S Dencks, M Piepenbrock, T Opacic… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Recently, we proved in the first measurements of breast carcinomas the feasibility of super-
resolution ultrasound (US) imaging by motion-model ultrasound localization microscopy in a …

Deep learning implementation of super-resolution ultrasound imaging for tissue decluttering and contrast agent localization

K Brown, SC Waggener, AD Redfern… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Super-resolution ultrasound (SR-US) imaging improves ultrasound (US) resolution by up to
ten-fold. However, translation to the clinical setting has been hindered by long computation …

[HTML][HTML] Ultrasound super-resolution imaging for differential diagnosis of breast masses

G Zhang, YM Lei, N Li, J Yu, XY Jiang, MH Yu… - Frontiers in …, 2022 - frontiersin.org
Objective Ultrasound imaging has been widely used in breast cancer screening. Recently,
ultrasound super-resolution imaging (SRI) has shown the capability to break the diffraction …

Deep CNN-based ultrasound super-resolution for high-speed high-resolution B-mode imaging

W Choi, M Kim, J HakLee, J Kim… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
In real-time high-resolution B-mode ultrasound (US) imaging, the lateral resolution, or the
number of scan lines, may be limited due to the speed of sound, if a longer penetration …

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 …

Deep learning in spatiotemporal filtering for super-resolution ultrasound imaging

K Brown, K Hoyt - 2019 IEEE International Ultrasonics …, 2019 - ieeexplore.ieee.org
Super-resolution ultrasound (SR-US) imaging shows great promise as a clinical technique
that can improve ultrasound (US) resolution by an order of magnitude. Current algorithms for …

Faster super-resolution ultrasound imaging with a deep learning model for tissue decluttering and contrast agent localization

KG Brown, SC Waggener, AD Redfern… - Biomedical physics & …, 2021 - iopscience.iop.org
Super-resolution ultrasound (SR-US) imaging allows visualization of microvascular
structures as small as tens of micrometers in diameter. However, use in the clinical setting …

[HTML][HTML] Super-resolution of 2D ultrasound images and videos

S Cammarasana, P Nicolardi, G Patanè - Medical & Biological …, 2023 - Springer
This paper proposes a novel deep-learning framework for super-resolution ultrasound
images and videos in terms of spatial resolution and line reconstruction. To this end, we up …