Performance evaluation of methods for two-dimensional displacement and strain estimation using ultrasound radio frequency data

RGP Lopata, MM Nillesen, HHG Hansen… - Ultrasound in medicine …, 2009 - Elsevier
In elastography, several methods for 2-D strain imaging have been introduced, based on
both raw frequency (RF) data and speckle-tracking. Although the precision and lesion …

Deep convolutional neural networks for displacement estimation in ARFI imaging

DY Chan, DC Morris, TJ Polascik… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Ultrasound elasticity imaging in soft tissue with acoustic radiation force requires the
estimation of displacements, typically on the order of several microns, from serially acquired …

A coupled subsample displacement estimation method for ultrasound-based strain elastography

J Jiang, TJ Hall - Physics in Medicine & Biology, 2015 - iopscience.iop.org
Obtaining accurate displacement estimates along both axial (parallel to the acoustic beam)
and lateral (perpendicular to the beam) directions is an important task for several clinical …

Fast strain estimation and frame selection in ultrasound elastography using machine learning

A Zayed, H Rivaz - IEEE transactions on ultrasonics …, 2020 - ieeexplore.ieee.org
Ultrasound elastography aims to determine the mechanical properties of the tissue by
monitoring tissue deformation due to internal or external forces. Tissue deformations are …

Physically inspired constraint for unsupervised regularized ultrasound elastography

A KZ Tehrani, H Rivaz - … Conference on Medical Image Computing and …, 2022 - Springer
Displacement estimation is a critical step of virtually all Ultrasound Elastography (USE)
techniques. Two main features make this task unique compared to the general optical flow …

Ultrasound elasticity imaging using physics-based models and learning-based plug-and-play priors

N Mohammadi, MM Doyley… - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
Existing physical model-based imaging methods for ultrasound elasticity reconstruction
utilize fixed variational regularizers that may not be appropriate for the application of interest …

Lateral strain imaging using self-supervised and physically inspired constraints in unsupervised regularized elastography

AKZ Tehrani, M Ashikuzzaman… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Convolutional Neural Networks (CNN) have shown promising results for displacement
estimation in UltraSound Elastography (USE). Many modifications have been proposed to …

A real time displacement estimation algorithm for ultrasound elastography

M Lu, Y Tang, R Sun, T Wang, S Chen, R Mao - Computers in Industry, 2015 - Elsevier
Motion tracking algorithms to derive the local displacement distribution inside soft tissue
from ultrasonic radio frequency (RF) signals are critical for ultrasound-based techniques …

Analytical minimization-based regularized subpixel shear-wave tracking for ultrasound elastography

MD Horeh, A Asif, H Rivaz - IEEE transactions on ultrasonics …, 2018 - ieeexplore.ieee.org
Ultrasound elastography is a convenient and affordable method for imaging mechanical
properties of tissue, which are often correlated with pathologies. An emerging novel …

Adaptive spectral strain estimators for elastography

SK Alam, FL Lizzi, T Varghese, EJ Feleppa… - Ultrasonic …, 2004 - journals.sagepub.com
In conventional elastography, internal tissue deformations, induced by external compression
applied to the tissue surface, are estimated by cross-correlation analysis of echo signals …