Lumen segmentation using a Mask R-CNN in carotid arteries with stenotic atherosclerotic plaque

MJ Kiernan, R Al Mukaddim, CC Mitchell, J Maybock… - Ultrasonics, 2024 - Elsevier
In patients at high risk for ischemic stroke, clinical carotid ultrasound is often used to grade
stenosis, determine plaque burden and assess stroke risk. Analysis currently requires a …

Locally optimized correlation-guided Bayesian adaptive regularization for ultrasound strain imaging

R Al Mukaddim, NH Meshram… - Physics in Medicine & …, 2020 - iopscience.iop.org
Ultrasound strain imaging utilizes radio-frequency (RF) ultrasound echo signals to estimate
the relative elasticity of tissue under deformation. Due to the diagnostic value inherent in …

Time-resolved wall shear rate mapping using high-frame-rate ultrasound imaging

AJY Chee, CK Ho, BYS Yiu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In atherosclerosis, low wall shear stress (WSS) is known to favor plaque development, while
high WSS increases plaque rupture risk. To improve plaque diagnostics, WSS monitoring is …

Hierarchical Motion Estimation With Bayesian Regularization in Cardiac Elastography: Simulation and Validation

R Al Mukaddim, NH Meshram… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Cardiac elastography (CE) is an ultrasound-based technique utilizing radio-frequency (RF)
signals for assessing global and regional myocardial function. In this work, a complete strain …

Murine cardiac fibrosis localization using adaptive Bayesian cardiac strain imaging in vivo

R Al Mukaddim, AM Weichmann, R Taylor… - Scientific Reports, 2022 - nature.com
An adaptive Bayesian regularized cardiac strain imaging (ABR-CSI) algorithm for in vivo
murine myocardial function assessment is presented. We report on 31 BALB/CJ mice (n= 17 …

Spatiotemporal Bayesian Regularization for Cardiac Strain Imaging: Simulation and In Vivo Results

R Al Mukaddim, NH Meshram… - IEEE open journal of …, 2021 - ieeexplore.ieee.org
Cardiac strain imaging (CSI) plays a critical role in the detection of myocardial motion
abnormalities. Displacement estimation is an important processing step to ensure the …

Dictionary representations for electrode displacement elastography

RM Pohlman, T Varghese - IEEE transactions on ultrasonics …, 2018 - ieeexplore.ieee.org
Ultrasound electrode displacement elastography (EDE) has demonstrated the potential to
monitor ablated regions in human patients after minimally invasive microwave ablation …

In Vivo Adaptive Bayesian Regularized Lagrangian Carotid Strain Imaging for Murine Carotid Arteries and Its Associations With Histological Findings

R Al Mukaddim, Y Liu, M Graham, JC Eickhoff… - Ultrasound in Medicine …, 2023 - Elsevier
Objectives Non-invasive methods for monitoring arterial health and identifying early injury to
optimize treatment for patients are desirable. The objective of this study was to demonstrate …

In vivo carotid strain imaging using principal strains in longitudinal view

NH Meshram, CC Mitchell, SM Wilbrand… - Biomedical physics …, 2019 - iopscience.iop.org
Carotid plaque rupture can result in stroke or transient ischemic attack that can be
devastating for patients. Ultrasound strain imaging provides a noninvasive method to identify …

Carotid plaque strain indices were correlated with cognitive performance in a cohort with advanced atherosclerosis, and traditional doppler measures showed no …

CC Mitchell, SM Wilbrand, TD Cook… - … of Ultrasound in …, 2020 - Wiley Online Library
Objectives Traditional Doppler measures have been used to predict cognitive performance
in patients with carotid atherosclerosis. Novel measures, such as carotid plaque strain …