Deep learning in ultrasound elastography imaging: A review

H Li, M Bhatt, Z Qu, S Zhang, MC Hartel… - Medical …, 2022 - Wiley Online Library
It is known that changes in the mechanical properties of tissues are associated with the
onset and progression of certain diseases. Ultrasound elastography is a technique to …

Ultrasound elastography: basic principles and examples of clinical applications with artificial intelligence—a review

M Cè, NC D'Amico, GM Danesini, C Foschini, G Oliva… - …, 2023 - mdpi.com
Ultrasound elastography (USE) or elastosonography is an ultrasound-based, non-invasive
imaging method for assessing tissue elasticity. The different types of elastosonography are …

Reconstruction of elasticity: a stochastic model-based approach in ultrasound elastography

M Lu, H Zhang, J Wang, J Yuan, Z Hu, H Liu - Biomedical engineering …, 2013 - Springer
Background The convectional strain-based algorithm has been widely utilized in clinical
practice. It can only provide the information of relative information of tissue stiffness …

3D estimation of soft biological tissue deformation from radio-frequency ultrasound volume acquisitions

JF Deprez, E Brusseau, C Schmitt, G Cloutier… - Medical image …, 2009 - Elsevier
The current research and development of 2D (matrix-shaped) transducer arrays to acquire
3D ultrasound data sets provides new insights into medical ultrasound applications and in …

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 …

Spatial domain reconstruction for imaging speed-of-sound with pulse-echo ultrasound: simulation and in vivo study

SJ Sanabria, E Ozkan, M Rominger… - Physics in Medicine & …, 2018 - iopscience.iop.org
Despite many uses of ultrasound, some pathologies such as breast cancer still cannot
reliably be diagnosed in either conventional B-mode ultrasound imaging nor with more …

Strategies to obtain subpitch precision in lateral motion estimation in ultrasound elastography

S Selladurai, AK Thittai - IEEE transactions on ultrasonics …, 2018 - ieeexplore.ieee.org
In elastography, conventional linear array (CLA)-based RF data acquisition provides more
accurate displacement measurements in the direction of beam propagation (axial direction) …

Ultrasound elastography based on multiscale estimations of regularized displacement fields

C Pellot-Barakat, F Frouin, MF Insana… - IEEE transactions on …, 2004 - ieeexplore.ieee.org
Elasticity imaging is based on the measurements of local tissue deformation. The approach
to ultrasound elasticity imaging presented in this paper relies on the estimation of dense …

Estimating the elastographic signal-to-noise ratio using correlation coefficients

S Srinivasan, F Kallel, J Ophir - Ultrasound in medicine & biology, 2002 - Elsevier
In conventional elastography, strain is estimated from the gradient of the displacement (time-
delay) estimates. The displacement estimates involve estimating the peak location of the …

A hybrid CPU-GPGPU approach for real-time elastography

X Yang, S Deka, R Righetti - IEEE transactions on ultrasonics …, 2011 - ieeexplore.ieee.org
Ultrasound elastography is becoming a widely available clinical imaging tool. In recent
years, several realtime elastography algorithms have been proposed; however, most of …