A review on joint carotid intima-media thickness and plaque area measurement in ultrasound for cardiovascular/stroke risk monitoring: artificial intelligence framework

M Biswas, L Saba, T Omerzu, AM Johri… - Journal of digital …, 2021 - Springer
Cardiovascular diseases (CVDs) are the top ten leading causes of death worldwide.
Atherosclerosis disease in the arteries is the main cause of the CVD, leading to myocardial …

A review of ultrasound common carotid artery image and video segmentation techniques

CP Loizou - Medical & biological engineering & computing, 2014 - Springer
The determination of the wall thickness [intima–media thickness (IMT)], the delineation of the
atherosclerotic carotid plaque, the measurement of the diameter in the common carotid …

NAG-Net: Nested attention-guided learning for segmentation of carotid lumen-intima interface and media-adventitia interface

Q Huang, L Zhao, G Ren, X Wang, C Liu… - Computers in Biology and …, 2023 - Elsevier
Cardiovascular diseases (CVD), as the leading cause of death in the world, poses a serious
threat to human health. The segmentation of carotid Lumen-intima interface (LII) and Media …

Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media …

KM Meiburger, F Marzola, G Zahnd, F Faita… - Computers in biology …, 2022 - Elsevier
After publishing an in-depth study that analyzed the ability of computerized methods to assist
or replace human experts in obtaining carotid intima-media thickness (CIMT) measurements …

Early-stage atherosclerosis detection using deep learning over carotid ultrasound images

RM Menchón-Lara, JL Sancho-Gómez… - Applied Soft …, 2016 - Elsevier
This paper proposes a computer-aided diagnosis tool for the early detection of
atherosclerosis. This pathology is responsible for major cardiovascular diseases, which are …

Effects of high-intensity interval training on vascular endothelial function and vascular wall thickness in breast cancer patients receiving anthracycline-based …

K Lee, I Kang, WJ Mack, J Mortimer, F Sattler… - Breast cancer research …, 2019 - Springer
Purpose The purpose of this study was to determine the effects of an 8-week high-intensity
interval training (HIIT) intervention on vascular endothelial function, measured as brachial …

Fully automatic segmentation of ultrasound common carotid artery images based on machine learning

RM Menchón-Lara, JL Sancho-Gómez - Neurocomputing, 2015 - Elsevier
Atherosclerosis is responsible for a large proportion of cardiovascular diseases (CVD),
which are the leading cause of death in the world. The atherosclerotic process is a complex …

Robust segmentation of intima–media borders with different morphologies and dynamics during the cardiac cycle

S Zhao, Z Gao, H Zhang, Y Xie, J Luo… - IEEE journal of …, 2017 - ieeexplore.ieee.org
Segmentation of carotid intima-media (IM) borders from ultrasound sequences is
challenging because of unknown image noise and varying IM border morphologies and/or …

A review on atherosclerotic biology, wall stiffness, physics of elasticity, and its ultrasound-based measurement

AK Patel, HS Suri, J Singh, D Kumar… - Current atherosclerosis …, 2016 - Springer
Functional and structural changes in the common carotid artery are biomarkers for
cardiovascular risk. Current methods for measuring functional changes include pulse wave …

An integrated method for atherosclerotic carotid plaque segmentation in ultrasound image

C Qian, X Yang - Computer methods and programs in biomedicine, 2018 - Elsevier
Background and objective Carotid artery atherosclerosis is an important cause of stroke.
Ultrasound imaging has been widely used in the diagnosis of atherosclerosis. Therefore …