Research graph
References from DABS-Net: A Dual-branch Adaptive Boundary-Structure Network for carotid intima-media complex segmentation. Local targets link to admitted publications; unresolved targets remain external evidence.
Carotid intima-media thickness as a surrogate marker for cardiovascular disease in intervention studies
10.1185/030079906x148472 · 2006 · External reference
Evaluation of intima-media thickness and arterial stiffness as early ultrasound biomarkers of carotid artery atherosclerosis
10.1007/s40119-022-00261-x · 2022 · External reference
Coronary artery calcium and carotid artery intima-media thickness for the prediction of stroke and benefit from statins
10.1177/2047487318798058 · 2018 · External reference
Frequency-domain active contours solution to evaluate intima–media thickness of the common carotid artery
10.1016/j.bspc.2014.08.012 · 2015 · External reference
A state of the art review on intima–media thickness (IMT) measurement and wall segmentation techniques for carotid ultrasound
10.1016/j.cmpb.2010.04.007 · 2010 · External reference
Automated localization and segmentation techniques for B-mode ultrasound images: A review
10.1016/j.compbiomed.2017.11.018 · 2018 · External reference
U-net: Convolutional networks for biomedical image segmentation
2015 · External reference
Unresolved reference
2018 · External reference
Unet++: A nested u-net architecture for medical image segmentation
2018 · External reference
NnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
10.1038/s41592-020-01008-z · 2021 · External reference
Unresolved reference
2021 · External reference
SegFormer: Simple and efficient design for semantic segmentation with transformers
2021 · External reference
Swin-unet: Unet-like pure transformer for medical image segmentation
2022 · External reference
10.1109/wacv56688.2023.00614
10.1109/wacv56688.2023.00614 · External reference
Unresolved reference
2024 · External reference
Swin-umamba: Mamba-based unet with imagenet-based pretraining
2024 · External reference
Automatic carotid ultrasound segmentation using deep convolutional neural networks and phase congruency maps
2017 · External reference
Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks
10.1007/s11517-013-1128-4 · 2014 · External reference
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning
10.1016/j.neucom.2014.09.066 · 2015 · External reference
A deep-learning fully convolutional network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk
2019 · External reference
CSM-Net: Automatic joint segmentation of intima-media complex and lumen in carotid artery ultrasound images
10.1016/j.compbiomed.2022.106119 · 2022 · External reference
Enhancing intima-media complex segmentation with a multi-stage feature fusion-based novel deep learning framework
10.1016/j.engappai.2024.108050 · 2024 · External reference
Ultrasound intima-media complex (IMC) segmentation using deep learning models
10.3390/app13084821 · 2023 · External reference
Exploring the impact of learning paradigms on network generalization: a multi-center IMT study
2023 · External reference
MSEUnet: Refined intima-media segmentation of the carotid artery based on a multi-scale approach using patch-wise dice loss
10.1016/j.bspc.2024.107077 · 2025 · External reference
ACE-Net: A-line coordinates encoding network for vascular structure segmentation in ultrasound images
2025 · External reference
MM-UKAN++: a novel Kolmogorov–Arnold network-based U-shaped network for ultrasound image segmentation
10.1109/tuffc.2025.3539262 · 2025 · External reference
Carotid ultrasound boundary study (CUBS): An open multicenter analysis of computerized intima–media thickness measurement systems and their clinical impact
10.1016/j.ultrasmedbio.2021.03.022 · 2021 · External reference
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans
10.1016/j.compbiomed.2022.105333 · 2022 · External reference
Unresolved reference
External reference
Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks
10.1007/s11517-013-1128-4 · ExternalCitation · doi-reference
Evaluation of intima-media thickness and arterial stiffness as early ultrasound biomarkers of carotid artery atherosclerosis
10.1007/s40119-022-00261-x · ExternalCitation · doi-reference
Frequency-domain active contours solution to evaluate intima–media thickness of the common carotid artery
10.1016/j.bspc.2014.08.012 · ExternalCitation · doi-reference
MSEUnet: Refined intima-media segmentation of the carotid artery based on a multi-scale approach using patch-wise dice loss
10.1016/j.bspc.2024.107077 · ExternalCitation · doi-reference
A state of the art review on intima–media thickness (IMT) measurement and wall segmentation techniques for carotid ultrasound
10.1016/j.cmpb.2010.04.007 · ExternalCitation · doi-reference
Automated localization and segmentation techniques for B-mode ultrasound images: A review
10.1016/j.compbiomed.2017.11.018 · ExternalCitation · doi-reference
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans
10.1016/j.compbiomed.2022.105333 · ExternalCitation · doi-reference
CSM-Net: Automatic joint segmentation of intima-media complex and lumen in carotid artery ultrasound images
10.1016/j.compbiomed.2022.106119 · ExternalCitation · doi-reference
Enhancing intima-media complex segmentation with a multi-stage feature fusion-based novel deep learning framework
10.1016/j.engappai.2024.108050 · ExternalCitation · doi-reference
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning
10.1016/j.neucom.2014.09.066 · ExternalCitation · doi-reference
Carotid ultrasound boundary study (CUBS): An open multicenter analysis of computerized intima–media thickness measurement systems and their clinical impact
10.1016/j.ultrasmedbio.2021.03.022 · ExternalCitation · doi-reference
NnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
10.1038/s41592-020-01008-z · ExternalCitation · doi-reference
MM-UKAN++: a novel Kolmogorov–Arnold network-based U-shaped network for ultrasound image segmentation
10.1109/tuffc.2025.3539262 · ExternalCitation · doi-reference
10.1109/wacv56688.2023.00614
10.1109/wacv56688.2023.00614 · ExternalCitation · doi-reference
Coronary artery calcium and carotid artery intima-media thickness for the prediction of stroke and benefit from statins
10.1177/2047487318798058 · ExternalCitation · doi-reference
Carotid intima-media thickness as a surrogate marker for cardiovascular disease in intervention studies
10.1185/030079906x148472 · ExternalCitation · doi-reference
Ultrasound intima-media complex (IMC) segmentation using deep learning models
10.3390/app13084821 · ExternalCitation · doi-reference
