Domain generalization for semantic segmentation: A survey
TH Rafi, R Mahjabin, E Ghosh, YW Ko… - Artificial Intelligence …, 2024 - Springer
Deep neural networks (DNNs) have proven explicit contributions in making autonomous
driving cars and related tasks such as semantic segmentation, motion tracking, object …
driving cars and related tasks such as semantic segmentation, motion tracking, object …
Ultrasound-based image analysis for predicting carotid artery stenosis risk: A comprehensive review of the problem, techniques, datasets, and future directions
The carotid artery is a major blood vessel that supplies blood to the brain. Plaque buildup in
the arteries can lead to cardiovascular diseases such as atherosclerosis, stroke, ruptured …
the arteries can lead to cardiovascular diseases such as atherosclerosis, stroke, ruptured …
Automatic fetal head circumference measurement in ultrasound using random forest and fast ellipse fitting
Head circumference (HC) is one of the most important biometrics in assessing fetal growth
during prenatal ultrasound examinations. However, the manual measurement of this …
during prenatal ultrasound examinations. However, the manual measurement of this …
MI-SegNet: Mutual information-based US segmentation for unseen domain generalization
Generalization capabilities of learning-based medical image segmentation across domains
are currently limited by the performance degradation caused by the domain shift, particularly …
are currently limited by the performance degradation caused by the domain shift, particularly …
The potential of'Segment Anything'(SAM) for universal intelligent ultrasound image guidance
Ultrasound image guidance is a method often used to help provide care, and it relies on
accurate perception of information, and particularly tissue recognition, to guide medical …
accurate perception of information, and particularly tissue recognition, to guide medical …
Standard plane localization in ultrasound by radial component model and selective search
Acquisition of the standard plane is crucial for medical ultrasound diagnosis. However, this
process requires substantial experience and a thorough knowledge of human anatomy …
process requires substantial experience and a thorough knowledge of human anatomy …
Automated segmentation of common carotid artery in ultrasound images
We propose a basis splines-based based active contour method for the segmentation of
lumen boundary and media adventitia boundary from transverse and longitudinal B-mode …
lumen boundary and media adventitia boundary from transverse and longitudinal B-mode …
Localization of common carotid artery transverse section in B-mode ultrasound images using faster RCNN: a deep learning approach
Cardiologists can acquire important information related to patients' cardiac health using
carotid artery stiffness, its lumen diameter (LD), and its carotid intima-media thickness …
carotid artery stiffness, its lumen diameter (LD), and its carotid intima-media thickness …
Fetal ultrasound standard plane detection with coarse-to-fine multi-task learning
J Guo, G Tan, F Wu, H Wen, K Li - IEEE Journal of Biomedical …, 2022 - ieeexplore.ieee.org
The ultrasound standard plane plays an important role in prenatal fetal growth parameter
measurement and disease diagnosis in prenatal screening. However, obtaining standard …
measurement and disease diagnosis in prenatal screening. However, obtaining standard …
Application of artificial intelligence methods in carotid artery segmentation: a review
The carotid artery is one of the most important blood vessels that supply blood to the brain. If
thrombus occurs, it may cause cerebral ischemic stroke and endanger life. Carotid intima …
thrombus occurs, it may cause cerebral ischemic stroke and endanger life. Carotid intima …