A comparison of different Machine Learning algorithms for predicting the length of hospital stay for pediatric patients.
Ylenia ColellaChiara De LauriAlfonso Maria PonsiglioneCristiana GiglioAndrea LombardiAnna BorrelliFrancesco AmatoMaria RomanoPublished in: BECB (2021)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning
- decision trees
- learning algorithm
- predictive accuracy
- emergency department
- clinical decision support systems
- learning problems
- random forests
- machine learning methods
- learning tasks
- high risk
- health care
- learning models
- medical doctors
- patient records
- intensive care unit
- intensive care units
- input features
- intensive care
- vital signs
- machine learning approaches
- machine learning models
- patient care
- machine learning systems
- heart disease
- patient data
- patient groups
- standard machine learning algorithms
- medical records
- clinical information
- information systems