Prediction of carbapenem-resistant gram-negative bacterial bloodstream infection in intensive care unit based on machine learning.
Qiqiang LiangShuo DingJuan ChenXinyi ChenYongshan XuZhijiang XuMan HuangPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- machine learning
- intensive care unit
- prediction accuracy
- intensive care
- machine learning algorithms
- data mining
- learning algorithm
- medical data
- knowledge acquisition
- prognostic models
- machine learning methods
- cardiac surgery
- information extraction
- data analysis
- inductive logic programming
- intensive care units
- human immunodeficiency virus
- x ray
- inductive learning
- predictive model
- high risk
- blood pressure
- knowledge discovery
- decision making
- feature selection