Deep learning in ultrasound elastography imaging: A review

H Li, M Bhatt, Z Qu, S Zhang, MC Hartel… - Medical …, 2022 - Wiley Online Library
… Some model-based strain estimates in strain imaging only … supervised learning models, some
other learning strategies that … with ultrasound simulation datasets based on biomechanical

A Non-invasive Method to Estimate the Stress–Strain Curve of Soft Tissue Using Ultrasound Elastography

Y Wang, DS Jacobson, MW Urban - Ultrasound in medicine & biology, 2022 - Elsevier
estimating the local, fundamental stress–strain curve. By combining the quasi-static and shear
ultrasound elastography … -invasive method to estimate the stress–strain curve without the …

Noninvasive Assessment of In Vivo Passive Skeletal Muscle Mechanics as a Composite Material Using Biomedical Ultrasound

J Dong, WN Lee - IEEE Transactions on Biomedical …, 2021 - ieeexplore.ieee.org
… Magnetic resonance elastography (MRE) and ultrasound elastography were considered to
… muscle strain and work,” Biomechanics and modeling in mechanobiology, vol. 16, no. 5, pp. …

Simultaneous assessment of the whole eye biomechanics using ultrasonic elastography

R Li, X Qian, C Gong, J Zhang, Y Liu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
… to have models available to estimate the biomechanics of the … In this study, a novel ultrasonic
elastography system based … ocular imaging was demonstrated using rabbits as the animal …

Image-based biomechanical models of the musculoskeletal system

F Galbusera, A Cina, M Panico, D Albano… - European radiology …, 2020 - Springer
Strain elastography applies compressive forces and allows … Ultrasound elastography
has also been advocated as a … -based predictive models, which can guide and enhance the …

Performance Assessment of Motion Tracking Methods in Ultrasound-based Shear Wave Elastography

T He, B Peng, P Chen, J Jiang - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
… Abstract—Ultrasound elastography is a modality that is uniquely … Finite element models
reported in a published study by … for quasi-static ultrasound strain elastography: A feasibility study,…

Displacement Tracking Techniques in Ultrasound Elastography: From Cross-Correlation to Deep Learning

…, A Héroux, A Tang, G Cloutier, H Rivaz - IEEE Transactions …, 2024 - ieeexplore.ieee.org
… We also discuss the simulation models for displacement tracking … may result in an incorrect
clinical conclusion and guide to a … provided the strain estimate for the same tissue. The stress-…

Displacement estimation in ultrasound elastography using pyramidal convolutional neural network

AKZ Tehrani, H Rivaz - IEEE transactions on ultrasonics …, 2020 - ieeexplore.ieee.org
… In the next step, we constructed a large ultrasound simulation … by providing biomechanical
properties of the tissue [6]. … Bilgen, “Direct strain estimation in elastography using spectral …

Three-dimensional inflation response of porcine optic nerve head using high-frequency ultrasound elastography

Y Ma, E Pavlatos, K Clayson… - … of Biomechanical …, 2020 - asmedigitalcollection.asme.org
… We previously evaluated the 3D strain accuracy using Field II simulation [42,43] to generate
reference ultrasound RF volumes and those deformed at different levels of uniform strains. In …

An application of super-resolution generative adversary networks for quasi-static ultrasound strain elastography: A feasibility study

L He, B Peng, T Yang, J Jiang - IEEE Access, 2020 - ieeexplore.ieee.org
… , GAN models have not been used 46 for any ultrasound … and strains 527 obtained by two
up-sampling strategies: (1) bi-… implicit strain reconstruction in ultrasound elastography using