Incorporating gradient similarity for robust time delay estimation in ultrasound elastography

M Ashikuzzaman, TJ Hall… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Energy-based ultrasound elastography techniques minimize a regularized cost function
consisting of data and continuity terms to obtain local displacement estimates based on the …

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 …

Machine learning implementation to predict type-2 diabetes mellitus based on lifestyle behaviour pattern using HBA1C status

SR Velu, V Ravi, K Tabianan - Health and Technology, 2023 - Springer
Purpose According to the literature of International Diabetes Federation reports in 2019, one
of the causes of adulthood death is diabetes. Diabetes is a chronic metabolic disease that …

Incorporating multiple observations in global ultrasound elastography

M Ashikuzzaman, H Rivaz - 2020 42nd Annual International …, 2020 - ieeexplore.ieee.org
In this paper, we propose a novel framework for time delay estimation in ultrasound
elastography. In the presence of high acquisition noise, the state-of-the-art motion tracking …

A robust time delay estimation method for ultrasonic echo signals and elastography

MS Manuchehri, SK Setarehdan - Computers in Biology and Medicine, 2021 - Elsevier
Modern medicine cannot ignore the significance of elastography in diagnosis and treatment
plans. Despite improvements in accuracy and spatial resolution of elastograms, robustness …

Automatic frame selection using MLP neural network in ultrasound elastography

A Zayed, H Rivaz - Image Analysis and Recognition: 16th International …, 2019 - Springer
Ultrasound elastography estimates the mechanical properties of the tissue from two Radio-
Frequency (RF) frames collected before and after tissue deformation due to an external or …

Automatic Frame Selection using CNN in Ultrasound Elastography

A Zayed, G Cloutier, H Rivaz - 2020 42nd Annual International …, 2020 - ieeexplore.ieee.org
Ultrasound elastography is used to estimate the mechanical properties of the tissue by
monitoring its response to an internal or external force. Different levels of deformation are …

Ultrasound Elastography: Deep Learning Approach

MG Kibria - 2021 - spectrum.library.concordia.ca
Ultrasound elastography images the elasticity of a biological tissue. Conventional algorithms
for ultrasound elastography suffer from different noises severely compromising the quality of …

[PDF][PDF] Accurate and Precise Displacement Estimation for Ultrasound Elastography

M Mirzaei - 2021 - spectrum.library.concordia.ca
Accurate and Precise Displacement Estimation for Ultrasound Elastography Morteza
Mirzaei, Ph. D. Concordia University, 2021 Elastography is a technique for detecting …