Risk of Pneumonia and Associated Outcomes in Intensive Care Unit: An Integrated Approach of Visual and Cluster Analysis.
Giuliana FavaraPaolo Marco RielaAndrea MaugeriMartina BarchittaGiovanni GalloAntonella AgodiPublished in: SERVICES (2019)
Keyphrases
- cluster analysis
- intensive care unit
- high risk
- categorical data
- clustering algorithm
- hierarchical latent class models
- clustering method
- k means
- intensive care
- factor analysis
- data mining
- data mining techniques
- data analysis
- risk factors
- risk management
- unsupervised learning
- decision making
- decision support system
- expert systems
- reinforcement learning
- risk assessment
- image processing
- heart rate
- blood pressure