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 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 …
atherosclerotic carotid plaque, the measurement of the diameter in the common carotid …
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 …
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media …
After publishing an in-depth study that analyzed the ability of computerized methods to assist
or replace human experts in obtaining carotid intima-media thickness (CIMT) measurements …
or replace human experts in obtaining carotid intima-media thickness (CIMT) measurements …
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) …
Classification of carotid artery intima media thickness ultrasound images with deep learning
S Savaş, N Topaloğlu, Ö Kazcı, PN Koşar - Journal of Medical Systems, 2019 - Springer
Cerebrovascular accident due to carotid artery disease is the most common cause of death
in developed countries following heart disease and cancer. For a reliable early detection of …
in developed countries following heart disease and cancer. For a reliable early detection of …
Early-stage atherosclerosis detection using deep learning over carotid ultrasound images
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 …
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning
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 …
Segmentation of the common carotid intima-media complex in ultrasound images using active contours
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 …
wall is important for the evaluation of the intima media thickness (IMT) on B-mode ultrasound …
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 …
diseases, which represents the main cause of death and disability in the world. The …