Vessel lumen segmentation in carotid artery ultrasounds with the U-Net convolutional neural network.
Meiyan XieYunzhi LiYunzhe XueLauren HuntressWilliam BeckermanSaum A. RahimiJustin W. AdyUsman RoshanPublished in: BIBM (2020)
Keyphrases
- carotid artery
- convolutional neural network
- ultrasound images
- face detection
- deformable models
- region growing
- fully automated
- vessel wall
- active shape model
- neural network
- tubular structures
- magnetic resonance imaging
- contrast enhanced
- manual segmentation
- multiscale
- image processing
- automatic segmentation
- human faces
- magnetic resonance angiography
- face recognition