Second-Order Ultrasound Elastography With L1-Norm Spatial Regularization

M Ashikuzzaman, H Rivaz - IEEE Transactions on Ultrasonics …, 2022 - ieeexplore.ieee.org
spatial regularization. Although L1-norm continuity constraint was used in tOtal Variation
rEgulaRization … uses the powers of both second-order regularization and L1-norm to devise a …

An unsupervised approach to ultrasound elastography with end-to-end strain regularisation

R Delaunay, Y Hu, T Vercauteren - … Conference, Lima, Peru, October 4–8 …, 2020 - Springer
… The regularisation term consists of the L1-norm of the second spatial derivatives of the
predicted displacement field u. Given that the strain modulus corresponds to the displacement …

Real-time regularized ultrasound elastography

H Rivaz, EM Boctor, MA Choti… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
… images it with ultrasound. Within many techniques proposed for static elastography, we focus
on freehand … Increasing the regularization weight is adversely affecting spatial resolution. …

Ultrasound elastography based on multiscale estimations of regularized displacement fields

C Pellot-Barakat, F Frouin, MF Insana… - IEEE transactions on …, 2004 - ieeexplore.ieee.org
… Elastograms of normal breast tissue were formed with the ROF algorithm using the same
regularization factor and number of spatial scales found optimal for phantom data ( …

Global ultrasound elastography in spatial and temporal domains

M Ashikuzzaman, CJ Gauthier… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
… To compensate for the anticipated underestimation, we introduce adaptive spatial regularization
terms of the form α(dispi − … As such, the spatial regularization Rs is defined as follows: …

Regularization-Based 2D Strain Tensor Imaging in Quasi-Static Ultrasound Elastography SAGE Publications

AL Duroy, V Detti, A Coulon, O Basset… - Ultrasonic …, 2023 - journals.sagepub.com
… local regularization is applied to ensure continuity with spatially close estimates characterized
by CC ≥ Th . The threshold Th is set at 0.75, value found to be adapted for the analysis of …

Combining physics-based modeling and deep learning for ultrasound elastography

N Mohammadi, MM Doyley… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
… a data-adaptive regularizer for capturing the spatially variant tissue elasticity pattern. The …
for ultrasound elastography on the basis of FEMs by solving a regularized optimization problem…

Regularized wavelength average velocity estimator for quantitative ultrasound elastography

E González, P Li, J Ormachea, K Parker… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
… In this study, an improved regularized SWS estimator is presented for CWS, correcting the
subestimation of lesions from the previous version as well as enhancing the spatial resolution. …

Combining first-and second-order continuity constraints in ultrasound elastography

M Ashikuzzaman, A Sadeghi-Naini… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… Here, γ is the spatial regularization weight for the first sample(s). R1 and R2 are the first- …
to SOUL with stronger regularization, we increase the regularization parameter values of GLUE …

A regularization-free elasticity reconstruction method for ultrasound elastography with freehand scan

X Pan, K Liu, J Bai, J Luo - Biomedical engineering online, 2014 - Springer
ultrasound elastography, reconstruction of tissue elasticity (eg, Young’s modulus) requires
regularization … does not need any regularization or boundary force/displacement information. …