• DocumentCode
    243545
  • Title

    Visualization of Patient Distributions in a Hospital Based on the Clinical Actions Stored in EHR

  • Author

    Hirano, Shoji ; Tsumoto, Shusaku

  • Author_Institution
    Dept. of Med. Inf., Shimane Univ., Izumo, Japan
  • fYear
    2014
  • fDate
    14-14 Dec. 2014
  • Firstpage
    284
  • Lastpage
    288
  • Abstract
    This paper presents an attempt to visualize the geographical distribution of outpatients in a hospital as a preliminary step towards the process-dynamics mining. In order to obtain the locations of patients without using devices carried by themselves, we extract clinical action records (e.g. treatments, examinations and injections) from hospital information systems and utilize the locations of information sources, under an assumption that a patient presented himself or herself at the place where an action was being recorded. Using the temporal records of clinical actions with locations, we firstly summarize the process courses frequently used in outpatient services, and then visualize the dynamics of patients by projecting the change of patient distribution onto hospital maps.
  • Keywords
    data mining; data visualisation; electronic health records; health care; medical computing; EHR; clinical action; electronic health record; hospital information system; medical data mining; outpatient service; patient distribution visualization; Blood; Data mining; Data visualization; Endoscopes; Hospitals; Laboratories; Radiology; medical data mining; process mining; service science; visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Mining Workshop (ICDMW), 2014 IEEE International Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-4799-4275-6
  • Type

    conf

  • DOI
    10.1109/ICDMW.2014.185
  • Filename
    7022609