A state of the art review on intima–media thickness (IMT) measurement and wall segmentation techniques for carotid ultrasound

F Molinari, G Zeng, JS Suri - Computer methods and programs in …, 2010 - Elsevier
Last 10 years have witnessed the growth of many computer applications for the
segmentation of the vessel wall in ultrasound imaging. Epidemiological studies showed that …

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 …

Snakes based segmentation of the common carotid artery intima media

CP Loizou, CS Pattichis, M Pantziaris, T Tyllis… - Medical & biological …, 2007 - Springer
Ultrasound measurements of the human carotid artery walls are conventionally obtained by
manually tracing interfaces between tissue layers. In this study we present a snakes …

Extraction of vascular wall in carotid ultrasound via a novel boundary-delineation network

Q Huang, L Jia, G Ren, X Wang, C Liu - Engineering Applications of …, 2023 - Elsevier
Ultrasound imaging plays an essential role in the diagnosis of vascular lesions. Accurate
segmentation of the vascular wall is important for preventing, diagnosing, and treating …

Characterization of a completely user-independent algorithm for carotid artery segmentation in 2-D ultrasound images

S Delsanto, F Molinari, P Giustetto… - IEEE Transactions …, 2007 - ieeexplore.ieee.org
The analysis of the carotid artery wall is crucial for the diagnosis of serious cardiovascular
pathologies or for the assessment of a subject's cardiovascular risk. Several algorithms have …

A deep-learning fully convolutional network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk

M Biswas, V Kuppili, L Saba, DR Edla… - … , Volume 2: Plaque …, 2019 - iopscience.iop.org
A deep-learning fully convolutional network for lumen characterization in diabetic patients
using carotid ultrasound: a tool for stroke risk - Book chapter - IOPscience This site uses …

Intima-media thickness: setting a standard for a completely automated method of ultrasound measurement

F Molinari, G Zeng, JS Suri - IEEE transactions on ultrasonics …, 2010 - ieeexplore.ieee.org
The intima-media thickness (IMT) of the common carotid artery is a widely used clinical
marker of severe cardiovascular diseases. IMT is usually manually measured on …

Real‐time measurement system for evaluation of the carotid intima‐media thickness with a robust edge operator

F Faita, V Gemignani, E Bianchini… - Journal of ultrasound …, 2008 - Wiley Online Library
Objective. The purpose of this report is to describe an automatic real‐time system for
evaluation of the carotid intima‐media thickness (CIMT) characterized by 3 main features …

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 …

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 …