Deep learning in ultrasound imaging
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 …
to advanced applications. Our goal is to provide the reader with a broad understanding of …
Improved super-resolution ultrasound microvessel imaging with spatiotemporal nonlocal means filtering and bipartite graph-based microbubble tracking
Super-resolution ultrasound microvessel imaging with contrast microbubbles has recently
been proposed by multiple studies, demonstrating outstanding resolution with high potential …
been proposed by multiple studies, demonstrating outstanding resolution with high potential …
Deep unfolded robust PCA with application to clutter suppression in ultrasound
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 …
gas microbubbles for improved visualization of the vascular bed deep within the tissue. It …
[HTML][HTML] Short acquisition time super-resolution ultrasound microvessel imaging via microbubble separation
Super-resolution ultrasound localization microscopy (ULM), based on localization and
tracking of individual microbubbles (MBs), offers unprecedented microvascular imaging …
tracking of individual microbubbles (MBs), offers unprecedented microvascular imaging …
[HTML][HTML] Aging-related cerebral microvascular changes visualized using ultrasound localization microscopy in the living mouse
MR Lowerison, NVC Sekaran, W Zhang, Z Dong… - Scientific reports, 2022 - nature.com
Aging-related cognitive decline is an emerging health crisis; however, no established
unifying mechanism has been identified for the cognitive impairments seen in an aging …
unifying mechanism has been identified for the cognitive impairments seen in an aging …
Blind source separation for clutter and noise suppression in ultrasound imaging: Review for different applications
RR Wildeboer, F Sammali… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Blind source separation (BSS) refers to a number of signal processing techniques that
decompose a signal into several “source” signals. In recent years, BSS is increasingly …
decompose a signal into several “source” signals. In recent years, BSS is increasingly …
Super-resolution ultrasound localization microscopy based on a high frame-rate clinical ultrasound scanner: an in-human feasibility study
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 …
information for clinical diagnosis and evaluation of a broad-spectrum of pathologies …
[HTML][HTML] Ultrasound image reconstruction from plane wave radio-frequency data by self-supervised deep neural network
Image reconstruction from radio-frequency (RF) data is crucial for ultrafast plane wave
ultrasound (PWUS) imaging. Compared with the traditional delay-and-sum (DAS) method …
ultrasound (PWUS) imaging. Compared with the traditional delay-and-sum (DAS) method …
[HTML][HTML] The advent of biomolecular ultrasound imaging
B Heiles, D Terwiel, D Maresca - Neuroscience, 2021 - Elsevier
Ultrasound imaging is one of the most widely used modalities in clinical practice, revealing
not only human prenatal development but also arterial function in the adult brain. Ultrasound …
not only human prenatal development but also arterial function in the adult brain. Ultrasound …
[HTML][HTML] Ultrasound localization microscopy of renal tumor xenografts in chicken embryo is correlated to hypoxia
Ultrasound localization microscopy (ULM) permits the reconstruction of super-resolved
microvascular images at clinically relevant penetration depths, which can be potentially …
microvascular images at clinically relevant penetration depths, which can be potentially …