• DocumentCode
    3431049
  • Title

    Visualization of doctors´ behavior using similarity-based methods

  • Author

    Tsumoto, Shusaku ; Hirano, Shoji ; Tsumoto, Yuko

  • Author_Institution
    Department of Medical Informatics, School of Medicine, Shimane University, 89-1 Enya-cho Izumo, 693-8501 Japan
  • fYear
    2012
  • fDate
    11-13 Aug. 2012
  • Firstpage
    767
  • Lastpage
    770
  • Abstract
    Computerization of hospital information enables us to visualize and analyze temporal characteristics of hospital services, which can be viewed as a first step to improve and innovate clinical services. This paper proposes a temporal data mining process which consists of decision tree, clustering, MDS and three-dimensional trajectories mining. The results show that the reuse of stored data will give a powerful tool to characterize temporal trends of clinical actions in divisions of a hospital.
  • Keywords
    Hospitals; Trajectory; Visualization; Clustering; Data mining; Hospital management; Serviceoriented computing; Trajectories mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing (GrC), 2012 IEEE International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4673-2310-9
  • Type

    conf

  • DOI
    10.1109/GrC.2012.6468602
  • Filename
    6468602