Predicting the Need for Pediatric Intensive Care Unit (PICU) Transfer for Newly Hospitalized Children with Machine Learning.
Haijun ZhaiPatrick BradyQi LiTodd LingrenYizhao NiDerek S. WheelerImre SoltiPublished in: AMIA (2013)
Keyphrases
- machine learning
- intensive care unit
- transfer learning
- intensive care
- decision support system
- text classification
- high risk
- cardiac surgery
- learning algorithm
- medical data
- machine learning methods
- knowledge acquisition
- blood pressure
- inductive learning
- information extraction
- machine learning algorithms
- databases
- management system
- training data
- feature selection
- artificial intelligence
- intensive care units
- data mining
- logistic regression
- knowledge discovery
- decision trees