Prediction of the time period of stroke based on ultrasound image analysis of initially asymptomatic carotid plaques.
Edward KyriacouParis VogazianosChristina I. ChristodoulouChristos P. LoizouAndreas PanayidesStyliani PetroudiMarios S. PattichisMarios PantziarisAndrew NicolaidesConstantinos S. PattichisPublished in: EMBC (2015)
Keyphrases
- carotid artery
- ultrasound images
- image analysis
- deformable models
- prediction accuracy
- pattern recognition
- prediction algorithm
- prediction error
- region growing
- fully automated
- machine learning
- ultrasound imaging
- scale space
- speckle noise
- active shape model
- computer vision
- texture classification
- medical imaging
- multispectral
- edge detection
- image segmentation
- mathematical morphology
- magnetic resonance imaging
- image enhancement
- manual segmentation
- artificial neural networks