Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort.
Ankush D. JamthikarDeep GuptaAmer M. JohriLaura E. MantellaLuca SabaRaghu KolluriAditya M. SharmaVijay ViswanathanAndrew NicolaidesJasjit S. SuriPublished in: J. Medical Syst. (2020)
Keyphrases
- low cost
- ultrasound images
- machine learning
- risk factors
- carotid artery
- statistical methods
- speckle noise
- machine learning methods
- data mining
- machine learning algorithms
- blood pressure
- learning systems
- hong kong
- risk management
- high risk
- active learning
- explanation based learning
- decision making
- risk assessment
- cardiovascular disease
- machine learning approaches
- real time
- office environment
- natural language processing
- computer science
- learning algorithm
- learning tasks
- deformable models
- knowledge acquisition
- text classification
- edge detection
- single chip
- pattern recognition
- decision trees
- computer vision