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 …

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 …

Segmentation of the common carotid artery walls based on a frequency implementation of active contours: segmentation of the common carotid artery walls

MC Bastida-Jumilla, RM Menchón-Lara… - Journal of digital …, 2013 - Springer
Atherosclerosis is one of the most extended cardiovascular diseases nowadays. Although it
may be unnoticed during years, it also may suddenly trigger severe illnesses such as stroke …

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 …

Segmentation of the common carotid intima-media complex in ultrasound images using active contours

S Petroudi, C Loizou, M Pantziaris… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
The segmentation of the intima-media complex (IMC) of the common carotid artery (CCA)
wall is important for the evaluation of the intima media thickness (IMT) on B-mode ultrasound …

Detection of the intima and media layer thickness of ultrasound common carotid artery image using efficient active contour segmentation technique

N Santhiyakumari, P Rajendran… - Medical & biological …, 2011 - Springer
An active contour segmentation technique for extracting the intima–media layer of the
common carotid artery (CCA) ultrasound images employing semiautomatic region of interest …

A fully automated method using active contours for the evaluation of the intima-media thickness in carotid US images

S Petroudi, C Loizou, M Pantziaris… - … conference of the …, 2011 - ieeexplore.ieee.org
The thickness of the intima-media complex (IMC) of the common carotid artery (CCA) wall is
important in the evaluation of the risk for the development of atherosclerosis. This paper …

Full-automated system for the segmentation of the common carotid artery in ultrasound images

L Christodoulou, CP Loizou, C Spyrou… - … , control and signal …, 2012 - ieeexplore.ieee.org
The full segmentation of the common carotid artery (CCA) in ultrasound images is important
for the evaluation of the intima media thickness (IMT) and for the measurement of the artery …

Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks

RM Menchón-Lara, MC Bastida-Jumilla… - Medical & biological …, 2014 - Springer
Atherosclerosis is the leading underlying pathologic process that results in cardiovascular
diseases, which represents the main cause of death and disability in the world. The …

Carotid Artery Segmentation in Ultrasound Images and Measurement of Intima‐Media Thickness

V Naik, RS Gamad, PP Bansod - BioMed research international, 2013 - Wiley Online Library
Background. The segmentation of the common carotid artery (CCA) wall is imperative for the
determination of the intima‐media thickness (IMT) on B‐mode ultrasound (US) images. The …