Title :
Towards Data-Oriented Hospital Services: Data Mining in Hospital Management
Author :
Tsumoto, Shusaku ; Hirano, Shoji ; Tsumoto, Yuko
Author_Institution :
Dept. of Med. Inf., Shimane Univ., Izumo, Japan
fDate :
March 29 2011-April 2 2011
Abstract :
Twenty years has passed since hospital information system was introduced in 1980. Large amount of data, including histories of clinical actions and results are available, waiting for analysis and reuse for improving quality of medical service delivery. In this paper, we showed analytical results based on data mining and exploratory data analysis in which temporal behavior of hospital activities are visualized. Each case study shows the reuse of stored data will give a powerful tool for hospital management and lead to improvement of hospital services.
Keywords :
data mining; hospitals; medical information systems; data mining; data-oriented hospital services; exploratory data analysis; hospital information system; hospital management; service delivery quality; Biomedical imaging; Data mining; Hospitals; Information systems; Laboratories; Trajectory; data mining; hospital information system; service-oriented computing; trajectories;
Conference_Titel :
SRII Global Conference (SRII), 2011 Annual
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-61284-415-2
Electronic_ISBN :
978-0-7695-4371-0
DOI :
10.1109/SRII.2011.47