DocumentCode
3130221
Title
Visualization of Hospital Services Using Data Mining Methods
Author
Tsumoto, Shusaku ; Hirano, Shoji ; Tsumoto, Yuko
Author_Institution
Dept. of Med. Inf., Shimane Univ., Izumo, Japan
fYear
2011
fDate
11-11 Dec. 2011
Firstpage
1183
Lastpage
1190
Abstract
Computerization of hospital information enables us to visualize and analyze temporal characteristics of hospital services, which can be viewed as a first step to improve and innovate clinical services. % This paper proposes a temporal data mining process which consists of decision tree, clustering, MDS and three-dimensional trajectories mining. The results show that the reuse of stored data will give a powerful tool to characterize temporal trends of clinical actions in divisions of a hospital.
Keywords
data mining; data visualisation; decision trees; medical information systems; pattern clustering; MDS; clinical service innovation; decision tree; hospital information computerization; hospital service visualization; temporal data mining process; three-dimensional trajectories mining; Data mining; History; Hospitals; Information systems; Surgery; Trajectory; Clustering; Data mining; Hospital management; Service-oriented computing; Trajectories mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on
Conference_Location
Vancouver, BC
Print_ISBN
978-1-4673-0005-6
Type
conf
DOI
10.1109/ICDMW.2011.176
Filename
6137515
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