This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
2012 IEEE 12th International Conference on Data Mining Workshops
Data-Oriented Construction and Maintenance of Clinical Pathway Using Similarity-Based Data Mining Methods
Brussels, Belgium Belgium
December 10-December 10
ISBN: 978-1-4673-5164-5
Since hospital data include temporal trends of clinical symptoms and medical services, we can discover not only knowledge about temporal evolution of disease, but also one about medical practice from hospital information system, which will lead to data-oriented hospital management. This paper proposes temporal data mining process and applied the method to construction and revision of clinincal pathway by using temporal knowledge obtained from data. The results show that the reuse of stored data will give a powerful tool for maintenance and construction of clinincal pathway, which can be viewed as data-orientd management of nursing schedule.
Index Terms:
Hospitals,Data mining,Pain,Diseases,Information systems,History,Hospital Information System,Clustering,Multidimensional Scaling,Decision Tree
Citation:
Haruko Iwata, Shusaku Tsumoto, Shoji Hirano, "Data-Oriented Construction and Maintenance of Clinical Pathway Using Similarity-Based Data Mining Methods," icdmw, pp.293-300, 2012 IEEE 12th International Conference on Data Mining Workshops, 2012
Usage of this product signifies your acceptance of the Terms of Use.