Machine Learning Algorithms to Predict Healthcare Associated Infections in a Neonatal Intensive Care Unit.
Emma MontellaMarta Rosaria MarinoArianna ScalaTeresa Angela TrunfioMaria TriassiGiovanni ImprotaPublished in: BECB (2022)
Keyphrases
- machine learning algorithms
- neonatal intensive care unit
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- random forests
- machine learning methods
- predictive accuracy
- learning tasks
- learning problems
- machine learning approaches
- information systems
- input features
- machine learning models
- neural network
- data sets
- model selection
- machine learning systems
- statistical machine learning
- standard machine learning algorithms
- health care
- reinforcement learning
- multiclass classification