Interpretable prediction of 3-year all-cause mortality in patients with chronic heart failure based on machine learning.
Chengzhong XuHongxia LiJianping YangYunzhu PengHongyan CaiJing ZhouWenyi GuLixing ChenPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- heart failure
- machine learning
- health care
- normal subjects
- heart disease
- chronic disease
- intensive care
- pattern recognition
- clinical data
- clinical decision support systems
- machine learning methods
- prognostic models
- data mining
- knowledge acquisition
- information extraction
- image analysis
- information systems
- computer vision
- septic shock
- statistical methods
- automatic segmentation
- natural language processing
- knowledge discovery