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: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- risk factors
- coronary heart disease
- machine learning
- statistical methods
- clinical practice
- high risk
- risk assessment
- learning algorithm
- medical practitioners
- machine learning algorithms
- risk management
- diabetes mellitus
- blood pressure
- cardiovascular disease
- machine learning methods
- feature selection
- neural network
- statistical analysis
- active learning
- image analysis
- pattern recognition
- decision trees
- information systems
- artificial intelligence
- data mining
- computational intelligence
- supervised learning
- data analysis
- decision making
- computer vision
- databases