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
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;
Conference_Titel :
Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4673-0005-6
DOI :
10.1109/ICDMW.2011.176
