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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
         
        
            Conference_Location : 
San Diego, CA
         
        
        
            DOI : 
10.1109/SMC.2014.6974310