Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm.
Tadashi ArakiPankaj K. JainHarman S. SuriNarendra D. LondheNobutaka IkedaAyman El-BazVimal K. ShrivastavaLuca SabaAndrew NicolaidesShoaib ShafiqueJohn R. LairdAjay GuptaJasjit S. SuriPublished in: Comput. Biol. Medicine (2017)
Keyphrases
- machine learning
- risk factors
- carotid artery
- statistical methods
- vessel wall
- high risk
- risk assessment
- risk management
- pattern recognition
- ultrasound images
- computer vision
- machine learning methods
- decision making
- machine learning algorithms
- morphological operators
- feature selection
- knowledge representation
- text mining
- active learning
- completely automated
- reinforcement learning
- image processing
- mathematical morphology
- region growing
- artificial intelligence
- learning algorithm
- magnetic resonance imaging
- data mining
- deformable models
- knowledge acquisition
- natural language processing
- image analysis
- computer science
- decision trees
- statistical analysis
- chinese characters
- text classification
- active shape model
- information extraction
- contrast enhanced