Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors.
Jingyi ZhangHuolan ZhuYongkai ChenChenguang YangHuimin ChengYi LiWenxuan ZhongFang WangPublished in: CoRR (2021)
Keyphrases
- risk factors
- coronary heart disease
- machine learning
- statistical methods
- clinical practice
- high risk
- risk assessment
- learning algorithm
- medical practitioners
- machine learning methods
- diabetes mellitus
- feature selection
- risk management
- pattern recognition
- computational intelligence
- machine learning algorithms
- blood pressure
- cardiovascular disease
- neural network
- statistical analysis
- image analysis
- computer vision
- data analysis
- decision trees
- artificial intelligence
- model selection
- image registration
- statistical models
- support vector machine
- knowledge discovery
- artificial neural networks
- training set
- information systems
- data mining
- databases