Extending Association Rule Summarization Techniques to Assess Risk of Diabetes Mellitus

Early detection of patients with elevated risk of developing diabetes mellitus is critical to the improved prevention and overall clinical management of these patients. We aim to apply association rule mining to electronic medical records (EMR) to discover sets of risk factors and their correspondin...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on knowledge and data engineering 2015-01, Vol.27 (1), p.130-141
Hauptverfasser:	Simon, György J., Caraballo, Pedro J., Therneau, Terry M., Cha, Steven S., Castro, M. Regina, Li, Peter W.
Format:	Artikel
Sprache:	eng
Schlagworte:	and association rules Biomedical monitoring Classification Clustering Clustering methods Data mining Database Applications Database Management Database systems Diabetes Information Technology and Systems Mathematical model Mathematics of Computing Patient monitoring Probability and Statistics Statistical analysis Statistical computing Survival analysis
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!