C4.5: programs for machine learning
C4.5: programs for machine learning
Information Sciences—Informatics and Computer Science: An International Journal
Handbook of data mining and knowledge discovery
Information reuse in hospital information systems: a similarity-oriented data mining approach
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Multidimensional temporal mining in clinical data
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Capturing behavior of medical staff: a similarity-oriented temporal data mining approach
FGIT'11 Proceedings of the Third international conference on Future Generation Information Technology
Construction and maintenance of clinical pathways using data mining methods
Proceedings of the 2nd international workshop on Managing interoperability and compleXity in health systems
Mining nursing care plan from data extracted from hospital information system
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Similarity-based behavior and process mining of medical practices
Future Generation Computer Systems
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This paper proposes an application of data mining to medical risk management, where data mining techniques are 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.