Comparing regression and neural network techniques for personalized predictive analytics to promote lung protective ventilation in Intensive Care Units.
Rachael HaganCharles J. GillanIvor T. A. SpenceDanny McAuleyMurali ShyamsundarPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- intensive care units
- neural network
- predictive analytics
- predictive model
- business intelligence
- monitoring system
- similar problems
- exploratory data analysis
- intensive care
- data mining applications
- data warehousing
- prediction model
- regression model
- artificial neural networks
- intelligence analysis
- e learning
- data analysis
- data mining
- intensive care unit
- decision making
- regression trees
- open standards
- data sets
- database
- cloud computing
- data warehouse
- knowledge discovery
- probabilistic model
- association rules
- support vector
- training data