Interpretable prediction of 3-year all-cause mortality in patients with heart failure caused by coronary heart disease based on machine learning and SHAP.
Ke WangJing TianChu ZhengHong YangJia RenYanling LiuQinghua HanYanbo ZhangPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- coronary heart disease
- heart failure
- machine learning
- clinical practice
- health care
- normal subjects
- clinical decision support systems
- pattern recognition
- active learning
- heart disease
- computer vision
- information extraction
- machine learning methods
- prognostic models
- image processing
- medical imaging
- natural language processing
- feature selection
- medical diagnosis
- clinical data
- clinical trials
- medical images
- support vector machine
- three dimensional
- databases