Exploring deep learning for carotid artery plaque segmentation: atherosclerosis to cardiovascular risk biomarkers.
Pankaj Kumar JainKalyan TadepalliSudipta RoyNeeraj SharmaPublished in: Multim. Tools Appl. (2024)
Keyphrases
- carotid artery
- deep learning
- ultrasound images
- risk factors
- deformable models
- region growing
- fully automated
- unsupervised learning
- magnetic resonance imaging
- active shape model
- manual segmentation
- machine learning
- medical images
- mental models
- risk assessment
- edge detection
- risk management
- automatic segmentation
- weakly supervised
- segmentation algorithm
- feature selection
- feature extraction
- speckle noise
- supervised learning
- mr images