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 …
microcalcifications and masses, as well as morphologic features of masses in sonographic …
Deep 3D convolutional neural networks for fast super-resolution ultrasound imaging
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 …
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 …
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 …
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 …
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 …
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
Based on the intravascular infusion of gas microbubbles, which act as ultrasound contrast
agents, ultrasound localization microscopy has enabled super resolution vascular imaging …
agents, ultrasound localization microscopy has enabled super resolution vascular imaging …
Deep learning in spatiotemporal filtering for super-resolution ultrasound imaging
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 …
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 …
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 …
images and videos in terms of spatial resolution and line reconstruction. To this end, we up …