DocumentCode
173924
Title
Visualizing dynamics of patients in hospitals using devise locations
Author
Hirano, Shoji ; Tsumoto, Shusaku
Author_Institution
Dept. of Med. Inf., Shimane Univ., Izumo, Japan
fYear
2014
fDate
5-8 Oct. 2014
Firstpage
2547
Lastpage
2550
Abstract
In this paper, we propose a method for visualizing the temporal change of patient distributions in a hospital as a preliminary step towards the process-dynamics mining. Firstly, we perform statistical analysis on process sequences (we call courses) in order to capture which types of processes were frequently used in outpatient services. Secondly, assuming that a patient presented himself or herself at the place where an action was recorded in the hospital information systems, we investigate the geographical distribution of patients in 30-minutes granularity during the open hour of outpatient services. Finally, we try to visualize the dynamics of patients by projecting the change of patient distribution onto hospital maps.
Keywords
data mining; data visualisation; health care; hospitals; medical information systems; statistical analysis; hospital information systems; hospital maps; medical data mining; outpatient services; patient dynamics visualization; patient geographical distribution; process sequences; process-dynamics mining; statistical analysis; temporal change visualization; Laboratories; Visualization; medical data mining; process mining; service science; visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location
San Diego, CA
Type
conf
DOI
10.1109/SMC.2014.6974310
Filename
6974310
Link To Document