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 Skip to content …

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) …

RPA-UNet: A robust approach for arteriovenous fistula ultrasound image segmentation

K Luo, F Tu, C Liang, J Huang, J Li, R Lin, J Zhu… - … Signal Processing and …, 2024 - Elsevier
Accurate segmentation of vessel regions in complex arteriovenous fistula (AVF) ultrasound
images, which are characterized by irregular shapes, blurred boundaries, and varied sizes …

Intelligent recognition and identification of fracture types and parameters for borehole images based on developed convolutional neural networks and post-processing

C Liu, J Kim, JJ Song, X Zheng, NM Shahani… - Engineering Fracture …, 2023 - Elsevier
Borehole imaging is one of the main methods for fracture observation in the rock formations,
but there is still a lack of identification systems for deriving fracture parameters from borehole …

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 …