Lateral strain imaging using self-supervised and physically inspired constraints in unsupervised regularized elastography
Convolutional Neural Networks (CNN) have shown promising results for displacement
estimation in UltraSound Elastography (USE). Many modifications have been proposed to …
estimation in UltraSound Elastography (USE). Many modifications have been proposed to …
A wavelet neural operator based elastography for localization and quantification of tumors
Abstract Background and Objectives The application of intelligent imaging techniques and
deep learning in the field of computer-aided diagnosis and medical imaging have improved …
deep learning in the field of computer-aided diagnosis and medical imaging have improved …
Convolutional neural network-based speckle tracking for ultrasound strain elastography: an unsupervised learning approach
Accurate and computationally efficient motion estimation is a critical component of real-time
ultrasound strain elastography (USE). With the advent of deep-learning neural network …
ultrasound strain elastography (USE). With the advent of deep-learning neural network …
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 …
Infusing Physically Inspired Known Operators in Deep Models of Ultrasound Elastography
The displacement estimation step of Ultrasound Elastography (USE) can be done by optical
flow Convolutional Neural Networks (CNN). Even though displacement estimation in USE …
flow Convolutional Neural Networks (CNN). Even though displacement estimation in USE …
[PDF][PDF] Deep Learning Methods for Estimation of Elasticity and Backscatter Quantitative Ultrasound
A Kafaei Zad Tehrani - 2023 - spectrum.library.concordia.ca
Ultrasound (US) imaging is increasingly attracting the attention of both academic and
industrial researchers due to being a real-time and nonionizing imaging modality. It is also …
industrial researchers due to being a real-time and nonionizing imaging modality. It is also …