Deep learning-based microbubble localization for ultrasound localization microscopy
Ultrasound localization microscopy (ULM) is an emerging vascular imaging technique that
overcomes the resolution-penetration compromise of ultrasound imaging. Accurate and …
overcomes the resolution-penetration compromise of ultrasound imaging. Accurate and …
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 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 …
Contrast-free super-resolution power Doppler (CS-PD) based on deep neural networks
Super-resolution ultrasound microvessel imaging based on ultrasound localization
microscopy (ULM) is an emerging imaging modality that is capable of resolving micrometer …
microscopy (ULM) is an emerging imaging modality that is capable of resolving micrometer …
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 …
Deep learning-based image analysis for the quantification of tumor-induced angiogenesis in the 3d in vivo tumor model—Establishment and addition to laser speckle …
PM Kuri, E Pion, L Mahl, P Kainz, S Schwarz… - Cells, 2022 - mdpi.com
(1) Background: angiogenesis plays an important role in the growth and metastasis of
tumors. We established the CAM assay application, an image analysis software of the …
tumors. We established the CAM assay application, an image analysis software of the …
Three-dimensional ultrasound localization microscopy with bipartite graph-based microbubble pairing and Kalman-filtering-based tracking on a 256-channel …
Abstract Purpose Three-dimensional (3D) ultrasound localization microscopy (ULM) using a
2-D matrix probe and microbubbles (MBs) has recently been proposed to visualize …
2-D matrix probe and microbubbles (MBs) has recently been proposed to visualize …
A tracking prior to localization workflow for ultrasound localization microscopy
Ultrasound Localization Microscopy (ULM) has proven effective in resolving microvascular
structures and local mean velocities at sub-diffraction-limited scales, offering high-resolution …
structures and local mean velocities at sub-diffraction-limited scales, offering high-resolution …
Curvelet transform-based sparsity promoting algorithm for fast ultrasound localization microscopy
Ultrasound localization microscopy (ULM) based on microbubble (MB) localization was
recently introduced to overcome the resolution limit of conventional ultrasound. However …
recently introduced to overcome the resolution limit of conventional ultrasound. However …
In vivo ultrasound localization microscopy for high-density microbubbles
Abstract Ultrasound Localization Microscopy (ULM) surpasses the constraints imposed by
acoustic diffraction, achieving sub-wavelength resolution visualization of microvasculature …
acoustic diffraction, achieving sub-wavelength resolution visualization of microvasculature …