Semantic segmentation with DenseNets for carotid artery ultrasound plaque segmentation and CIMT estimation.
Maria del Mar VilaBeatriz RemeseiroMaria GrauRoberto ElosuaÀngels BetriuElvira Fernandez-GiraldezLaura IgualPublished in: Artif. Intell. Medicine (2020)
Keyphrases
- carotid artery
- semantic segmentation
- ultrasound images
- region growing
- superpixels
- deformable models
- fully automated
- conditional random fields
- manual segmentation
- segmentation result
- active shape model
- segmentation algorithm
- magnetic resonance imaging
- automatic segmentation
- segmentation method
- multiscale
- object categories
- medical images
- speckle noise
- object segmentation
- image segmentation
- image processing
- computer vision
- probabilistic model