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 …

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 …

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 …

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 …

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 …

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 …

Automatic diagnosis of common carotid artery disease using different machine learning techniques

MK Abd-Ellah, AAM Khalaf, RR Gharieb… - Journal of Ambient …, 2023 - Springer
Common carotid artery (CCA) diagnosis is very important for carrying out an assessment of
the severity of vascular disease and being able to suggest treatment solutions, whether with …

Frequency-domain active contours solution to evaluate intima–media thickness of the common carotid artery

MC Bastida-Jumilla, RM Menchón-Lara… - … Signal Processing and …, 2015 - Elsevier
The intima–media thickness (IMT) of the common carotid artery (CCA) is being used as a
reliable and early detector of atherosclerosis. Atherosclerosis may be unnoticed fo years …

Two automated techniques for carotid lumen diameter measurement: regional versus boundary approaches

T Araki, PK Kumar, HS Suri, N Ikeda, A Gupta… - Journal of medical …, 2016 - Springer
The degree of stenosis in the carotid artery can be predicted using automated carotid lumen
diameter (LD) measured from B-mode ultrasound images. Systolic velocity-based methods …

Segmentation of the common carotid intima-media complex in ultrasound images using 2-D continuous max-flow and stacked sparse auto-encoder

C Qian, E Su, X Yang - Ultrasound in Medicine & Biology, 2020 - Elsevier
The intima-media thickness (IMT) of a common carotid artery in an ultrasound image is
considered an important indicator of the onset of atherosclerosis. However, it is challenging …