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 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 …

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 …

Automating carotid intima-media thickness video interpretation with convolutional neural networks

J Shin, N Tajbakhsh, RT Hurst… - Proceedings of the …, 2016 - openaccess.thecvf.com
Cardiovascular disease (CVD) is the leading cause of mortality yet largely preventable, but
the key to prevention is to identify at risk individuals before adverse events. For predicting …

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 …

Carotid artery ultrasound image analysis: A review of the literature

S Latha, D Samiappan… - Proceedings of the …, 2020 - journals.sagepub.com
Stroke is one of the prominent causes of death in the recent days. The existence of
susceptible plaque in the carotid artery can be used in ascertaining the possibilities of …

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 …

[HTML][HTML] Carotid ultrasound boundary study (CUBS): An open multicenter analysis of computerized intima–media thickness measurement systems and their clinical …

KM Meiburger, G Zahnd, F Faita, CP Loizou… - Ultrasound in Medicine …, 2021 - Elsevier
Common carotid intima–media thickness (CIMT) is a commonly used marker for
atherosclerosis and is often computed in carotid ultrasound images. An analysis of different …

[KNIHA][B] Despeckle filtering for ultrasound imaging and video, volume I: Algorithms and software

CP Loizou, CS Pattichis - 2022 - books.google.com
It is well known that speckle is a multiplicative noise that degrades image and video quality
and the visual expert's evaluation in ultrasound imaging and video. This necessitates the …

Toward novel noninvasive and low-cost markers for predicting strokes in asymptomatic carotid atherosclerosis: the role of ultrasound image analysis

S Golemati, A Gastounioti… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Stroke is a serious and frequent cerebrovascular disease with an enormous socioeconomic
burden worldwide. Stroke prevention includes treatment of carotid atherosclerosis, the most …