Automated localization and segmentation techniques for B-mode ultrasound images: A review

KM Meiburger, UR Acharya, F Molinari - Computers in biology and …, 2018 - Elsevier
B-mode ultrasound imaging is used extensively in medicine. Hence, there is a need to have
efficient segmentation tools to aid in computer-aided diagnosis, image-guided interventions …

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 …

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 …

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 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 …

Completely automated multiresolution edge snapper—a new technique for an accurate carotid ultrasound IMT measurement: clinical validation and benchmarking on …

F Molinari, CS Pattichis, G Zeng, L Saba… - … on image processing, 2011 - ieeexplore.ieee.org
The aim of this paper is to describe a novel and completely automated technique for carotid
artery (CA) recognition, far (distal) wall segmentation, and intima-media thickness (IMT) …

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 …

Segmentation of plaques in sequences of ultrasonic B-mode images of carotid arteries based on motion estimation and a Bayesian model

F Destrempes, J Meunier, MF Giroux… - IEEE Transactions …, 2011 - ieeexplore.ieee.org
The goal of this paper is to perform a segmentation of atherosclerotic plaques in view of
evaluating their burden and to provide boundaries for computing properties such as the …

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 …