Risk Mining for Infection Control
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This paper proposes risk mining, where data mining techniques were applied to detection and analysis of risks potentially existing in the organizations and to usage of risk information for better organizational management. We applied this technique to the following two medical domains: risk aversion of nurse incidents and infection control. The results show that data mining methods were effective to detection of risk factors.
[1] Nada Lavrac,et al. Data Mining in Medicine , 2010, Data Mining and Knowledge Discovery Handbook.
[2] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[3] Jan M. Zytkow,et al. Handbook of Data Mining and Knowledge Discovery , 2002 .
[4] Shusaku Tsumoto,et al. Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic , 2000, Inf. Sci..
[5] Alberto Maria Segre,et al. Programs for Machine Learning , 1994 .