Title :
Temporal data mining in history data of hospital information systems
Author :
Tsumoto, Shusaku ; Hirano, Shoji ; Abe, Hidenao ; Tsumoto, Yuko
Author_Institution :
Dept. of Med. Inf., Shimane Univ., Izumo, Japan
Abstract :
Rapid progress in electronization of hospital information gives an opportunity to realize evidence-based hospital management and services. This paper presents a preliminary approach to service innovation in a hospital by using data mining in which temporal behavior of global hospital activities are visualized. The results show that 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; evidence-based hospital management; evidence-based hospital services; global hospital activities; history data mining; hospital information system; hospital service innovation; stored data reusability; temporal data mining; Data mining; History; Hospitals; Information systems; Laboratories; Radiology; Clustering; Data mining; Hospital management; Service-oriented computing; Trajectories mining;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6084029
