Bimodal Automated Carotid Ultrasound Segmentation Using Geometrically Constrained Deep Neural Networks.
Carl AzzopardiKenneth P. CamilleriYulia A. HicksPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- carotid artery
- ultrasound images
- neural network
- fully automated
- ultrasound imaging
- echocardiographic images
- medical ultrasound
- pattern recognition
- automated segmentation
- region growing
- segmentation method
- automated analysis
- segmentation algorithm
- fully automatic
- completely automated
- medical images
- manual segmentation
- segmentation accuracy
- genetic algorithm
- computer assisted
- deformable models
- level set
- image segmentation
- neural network model
- speckle noise
- contrast enhanced
- speckle reduction
- fuzzy logic
- image analysis
- shape prior
- breast cancer
- fully unsupervised
- volume data
- cell nuclei
- multiscale