Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness.
Rosa-María Menchón-LaraJosé-Luis Sancho-GómezPublished in: CBMI (2014)
Keyphrases
- automatic evaluation
- carotid artery
- machine learning
- image processing
- ultrasound images
- deformable models
- fully automated
- edge detection
- active shape model
- region growing
- multimedia
- manual segmentation
- quality assessment
- computer vision
- learning algorithm
- machine learning methods
- artificial intelligence
- magnetic resonance imaging
- speckle noise
- image segmentation
- automatic segmentation
- feature selection
- natural language processing
- active learning
- image quality
- image data