Time based clustering for analyzing acute hospital patient flow.
Sankalp KhannaJustin R. BoyleNorm GoodJames LindKathryn ZeitzPublished in: EMBC (2012)
Keyphrases
- emergency department
- clustering algorithm
- clustering method
- electronic health records
- k means
- intensive care
- information theoretic
- patient records
- hierarchical clustering
- hospital information systems
- vital signs
- patient care
- categorical data
- spectral clustering
- data clustering
- health care
- unsupervised learning
- medical data
- self organizing maps
- decision support system
- clinical trials
- heart rate
- cluster analysis
- high dimensional data
- intensive care units