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 :
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