• 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