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Displacement tracking techniques in ultrasound elastography: From cross-correlation to deep learning
Ultrasound elastography is a noninvasive medical imaging technique that maps viscoelastic
properties to characterize tissues and diseases. Elastography can be divided into two …
properties to characterize tissues and diseases. Elastography can be divided into two …
Dual-TranSpeckle: Dual-pathway transformer based encoder-decoder network for medical ultrasound image despeckling
Y Chen, Z Guo, J Yuan, X Li, H Yu - Computers in Biology and Medicine, 2024 - Elsevier
The majority of existing deep learning-based image denoising algorithms mainly focus on
processing the overall image features, ignoring the fine differences between the semantic …
processing the overall image features, ignoring the fine differences between the semantic …
Alternating direction method of multipliers for displacement estimation in ultrasound strain elastography
Background Ultrasound strain imaging, which delineates mechanical properties to detect
tissue abnormalities, involves estimating the time delay between two radio‐frequency (RF) …
tissue abnormalities, involves estimating the time delay between two radio‐frequency (RF) …
Deep learning-based displacement tracking for post-stroke myofascial shear strain quantification
M Ashikuzzaman, J Huang, S Bonwit… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Shear strain measurements derived from ultrasound imaging of tissue displacements have
the potential to be a useful biomarker of muscle health, myofascial stiffness, and associated …
the potential to be a useful biomarker of muscle health, myofascial stiffness, and associated …
MixTURE: L1-Norm-Based Mixed Second-Order Continuity in Strain Tensor Ultrasound Elastography
Energy-based displacement tracking of ultrasound images can be implemented by
optimizing a cost function consisting of a data term, a mechanical congruency term, and first …
optimizing a cost function consisting of a data term, a mechanical congruency term, and first …
Two-dimensional displacement estimation using mixed second-order regularization in total variation-based ultrasound elastography
A recent technique named Mechanically-inspired L1-norm-based Second-Order Ultrasound
eLastography (L1-MechSOUL) has provided a promising solution to the well-known issue of …
eLastography (L1-MechSOUL) has provided a promising solution to the well-known issue of …
RAFT-USENet: A Unified Network for Accurate Axial and Lateral Motion Estimation in Ultrasound Elastography Imaging
High-quality motion estimation is essential in ultrasound elastography (USE) for evaluating
tissue mechanical properties and detecting abnormalities. Traditional methods, such as …
tissue mechanical properties and detecting abnormalities. Traditional methods, such as …
[HTML][HTML] Deep learning-based super-resolution acoustic holography for phased transducer array
Acoustic holography (AH) is a technique with significant potential in realms, such as
biomedicine, industry, and augmented reality. The implementation of acoustic holograms …
biomedicine, industry, and augmented reality. The implementation of acoustic holograms …
Integrative Approaches to Soybean Resilience, Productivity, and Utility: A Review of Genomics, Computational Modeling, and Economic Viability
Y Gai, S Liu, Z Zhang, J Wei, H Wang, L Liu, Q Bai… - Plants, 2025 - mdpi.com
Soybean is a vital crop globally and a key source of food, feed, and biofuel. With
advancements in high-throughput technologies, soybeans have become a key target for …
advancements in high-throughput technologies, soybeans have become a key target for …
Neural Operator-Based Framework for Time Efficient Denoising of Displacement Fields in Ultrasound Elastography
Y Zhu, B Peng - … Conference on Systems, Man, and Cybernetics …, 2024 - ieeexplore.ieee.org
In ultrasound elastography, the noise present in the measured displacement fields has been
a critical factor affecting the quality of the strain or elastic distribution reconstruction. Existing …
a critical factor affecting the quality of the strain or elastic distribution reconstruction. Existing …