Learning from imbalanced data in surveillance of nosocomial infection
ContributorsCohen, Gilles; Hilario, Mélanie; Sax, Hugo; Hugonnet, Stéphane; Geissbuhler, Antoine
Published inArtificial intelligence in medicine, vol. 37, no. 1, p. 7-18
Publication date2006
Abstract
Keywords
- Algorithms
- Artificial Intelligence
- Cluster Analysis
- Cross Infection/ epidemiology
- Cross-Sectional Studies
- Hospitals, University
- Humans
- Infection Control
- Models, Statistical
- Population Surveillance/ methods
- ROC Curve
- Retrospective Studies
- Switzerland/epidemiology
Research group
Citation (ISO format)
COHEN, Gilles et al. Learning from imbalanced data in surveillance of nosocomial infection. In: Artificial intelligence in medicine, 2006, vol. 37, n° 1, p. 7–18. doi: 10.1016/j.artmed.2005.03.002
Main files (1)
Article (Published version)
Identifiers
- PID : unige:7148
- DOI : 10.1016/j.artmed.2005.03.002
- PMID : 16233974
ISSN of the journal0933-3657