Automated segmentation and classification of the atherosclerotic carotid plaque in ultrasound videos.
Georgia D. LiapiMichalis GemenarisChristos P. LoizouEfthyvoulos KyriacouKyriacos P. ConstatninouAndrew NicolaidesPublished in: DSP (2023)
Keyphrases
- carotid artery
- manual segmentation
- automated segmentation
- automatic segmentation
- fully automated
- ultrasound images
- mr images
- ground truth
- gold standard
- completely automated
- magnetic resonance images
- anatomical structures
- deformable models
- segmentation accuracy
- computer vision
- ct scans
- active shape model
- human experts
- video sequences
- computer assisted
- fully automatic
- image analysis
- speckle noise
- feature vectors