Clustering Barotrauma Patients in ICU-A Data Mining Based Approach Using Ventilator Variables.
Sérgio OliveiraFilipe PortelaManuel Filipe SantosJosé MachadoAntónio AbelhaÁlvaro M. SilvaFernando RuaPublished in: EPIA (2015)
Keyphrases
- intensive care unit
- data mining
- medical data
- intensive care units
- cluster analysis
- clinical data
- data mining tasks
- intensive care
- clustering algorithm
- decision support system
- knowledge discovery
- clustering method
- high risk
- clustering analysis
- blood pressure
- outlier detection
- k means
- medical staff
- cardiac surgery
- data clustering
- categorical data
- decision support
- data analysis
- association rules
- variable selection
- spectral clustering
- computer science
- spatial clustering
- text mining
- information systems
- hierarchical clustering
- customer segmentation
- data warehouse
- heart rate
- medical images
- data mining techniques
- data mining algorithms
- document clustering