Machine learning-based prediction of in-hospital mortality for post cardiovascular surgery patients admitting to intensive care unit: a retrospective observational cohort study based on a large multi-center critical care database.
Siwei BiShanshan ChenJingyi LiJun GuPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- intensive care unit
- medical staff
- critical care
- blood pressure
- intensive care
- cardiac surgery
- prognostic models
- intensive care units
- decision support system
- machine learning
- heart rate
- clinical data
- high risk
- medical data
- risk factors
- patient data
- prostate cancer
- databases
- survival analysis
- knowledge acquisition
- information extraction
- knowledge representation
- decision trees
- information systems