Deep learning for fast denoising filtering in ultrasound localization microscopy
X Yu, S Luan, S Lei, J Huang, Z Liu… - Physics in Medicine …, 2023 - iopscience.iop.org
Objective. Addition of a denoising filter step in ultrasound localization microscopy (ULM) has
been shown to effectively reduce the error localizations of microbubbles (MBs) and achieve …
been shown to effectively reduce the error localizations of microbubbles (MBs) and achieve …
Super-resolved microbubble localization in single-channel ultrasound RF signals using deep learning
N Blanken, JM Wolterink, H Delingette… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Recently, super-resolution ultrasound imaging with ultrasound localization microscopy
(ULM) has received much attention. However, ULM relies on low concentrations of …
(ULM) has received much attention. However, ULM relies on low concentrations of …
Ultrasound super resolution using vision transformer with convolution projection operation
X Liu, M Almekkawy - 2022 IEEE International Ultrasonics …, 2022 - ieeexplore.ieee.org
Ultrasound Localization Microscopy (ULM) refers to a technique using ultra-fast consecutive
frames to create a super resolution image beyond the diffraction limit. As one of general …
frames to create a super resolution image beyond the diffraction limit. As one of general …
Super-resolution ultrasound localization microscopy through deep learning
Ultrasound localization microscopy has enabled super-resolution vascular imaging through
precise localization of individual ultrasound contrast agents (microbubbles) across …
precise localization of individual ultrasound contrast agents (microbubbles) across …
Fast super-resolution ultrasound microvessel imaging using spatiotemporal data with deep fully convolutional neural network
Ultrasound localization microscopy (ULM) has been proposed to image microvasculature
beyond the ultrasound diffraction limit. Although ULM can attain microvascular images with a …
beyond the ultrasound diffraction limit. Although ULM can attain microvascular images with a …
Deformable-detection transformer for microbubble localization in ultrasound localization microscopy
SK Gharamaleki, B Helfield… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
To overcome the half a wavelength resolution limitations of ultrasound imaging,
microbubbles (MBs) have been utilized widely in the field. Conventional MB localization …
microbubbles (MBs) have been utilized widely in the field. Conventional MB localization …
Deep learning for fast super-resolution ultrasound microvessel imaging
Objective. Ultrasound localization microscopy (ULM) enables microvascular reconstruction
by localizing microbubbles (MBs). Although ULM can obtain microvascular images that are …
by localizing microbubbles (MBs). Although ULM can obtain microvascular images that are …
Localization free super-resolution microbubble velocimetry using a long short-term memory neural network
Ultrasound localization microscopy is a super-resolution imaging technique that exploits the
unique characteristics of contrast microbubbles to side-step the fundamental trade-off …
unique characteristics of contrast microbubbles to side-step the fundamental trade-off …
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 …
(ULM) has recently been proposed, which greatly improves the spatial resolution of …
Improved background noise suppression in ultrasound localization microscopy using spatial coherence beamforming
Recently, the resolution of ultrasound imaging has been dramatically increased using
ultrasound localization microscopy (ULM), by localizing the spatially isolated microbubbles …
ultrasound localization microscopy (ULM), by localizing the spatially isolated microbubbles …