Automated localization and segmentation techniques for B-mode ultrasound images: A review
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 …
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
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 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 …
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
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 …
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
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 …
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
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 …
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 …
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) …
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 …
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 …
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 …
which are the leading cause of death in the world. The atherosclerotic process is a complex …