Application of data mining to medical risk management

Shusaku Tsumoto; Kimiko Matsuoka; Shigeki Yokoyama

doi:10.1117/12.778471

17 March 2008 Application of data mining to medical risk management

Shusaku Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama

Proceedings Volume 6973, Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2008; 697308 (2008) https://doi.org/10.1117/12.778471
Event: SPIE Defense and Security Symposium, 2008, Orlando, Florida, United States

Abstract

This paper proposes an application of data mining to medical risk management, where data mining techniques were applied to detection, analysis and evaluation of risks potentially existing in clinical environments. 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 and aversion of risk factors.

Citation Download Citation

Shusaku Tsumoto, Kimiko Matsuoka, and Shigeki Yokoyama "Application of data mining to medical risk management", Proc. SPIE 6973, Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2008, 697308 (17 March 2008); https://doi.org/10.1117/12.778471

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