DocumentCode
3431049
Title
Visualization of doctors´ behavior using similarity-based methods
Author
Tsumoto, Shusaku ; Hirano, Shoji ; Tsumoto, Yuko
Author_Institution
Department of Medical Informatics, School of Medicine, Shimane University, 89-1 Enya-cho Izumo, 693-8501 Japan
fYear
2012
fDate
11-13 Aug. 2012
Firstpage
767
Lastpage
770
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
Hospitals; Trajectory; Visualization; Clustering; Data mining; Hospital management; Serviceoriented computing; Trajectories mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Granular Computing (GrC), 2012 IEEE International Conference on
Conference_Location
Hangzhou, China
Print_ISBN
978-1-4673-2310-9
Type
conf
DOI
10.1109/GrC.2012.6468602
Filename
6468602
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