Predictive model and risk analysis for coronary heart disease in people living with HIV using machine learning.
Zengjing LiuZhihao MengDi WeiYuan QinYu LvLuman XieHong QiuBo XieLanxiang LiXihua WeiDie ZhangBoying LiangWen LiShanfang QinTengyue YanQiuxia MengHuilin WeiGuiyang JiangLingsong SuNili JiangKai ZhangJiannan LvYanling HuPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- risk analysis
- predictive model
- coronary heart disease
- machine learning
- decision trees
- historical data
- clinical practice
- risk management
- risk assessment
- artificial neural networks
- neural network
- prediction model
- risk factors
- machine learning methods
- decision making
- machine learning algorithms
- data mining
- artificial intelligence
- supervised learning
- text classification
- model selection
- classification models
- classification rules
- learning algorithm
- pattern recognition
- information security
- statistical methods
- knowledge discovery
- support vector machine
- x ray
- computational intelligence
- probabilistic model
- active learning
- training set
- influence diagrams
- data analysis
- reinforcement learning
- feature selection
- nearest neighbor