• DocumentCode
    150241
  • Title

    Emerging applications of data mining for healthcare management - A critical review

  • Author

    Sharma, Ashok ; Mansotra, Vibhakar

  • Author_Institution
    Deptt. of Comput. Sci. & IT, Univ. of Jammu, Jammu, India
  • fYear
    2014
  • fDate
    5-7 March 2014
  • Firstpage
    377
  • Lastpage
    382
  • Abstract
    In this paper, we present a critical review of the various research currently being undergoing in applications of data mining for healthcare management. The objective of this study is to explore new and emerging areas of data mining techniques used in healthcare management. The applications included in this paper are infection control surveillance, diagnosis and treatment of various diseases, healthcare resource management, customer relationship management, fraud and anomaly detection, healthcare administration, hospital management and public health. The data mining goals achieved, functions performed and algorithms used in these applications have been analyzed in this paper.
  • Keywords
    data mining; health care; medical information systems; anomaly detection; customer relationship management; data mining techniques; disease diagnosis; disease treatment; fraud detection; healthcare administration; healthcare resource management; hospital management; infection control surveillance; public health; Data mining; Diseases; Hospitals; Organizations; Public healthcare; Surveillance; association; classification; crisp-dm; customer relationship management; data mining surveillance system; diagnosis; fraud detection; length of stay; public health;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing for Sustainable Global Development (INDIACom), 2014 International Conference on
  • Conference_Location
    New Delhi
  • Print_ISBN
    978-93-80544-10-6
  • Type

    conf

  • DOI
    10.1109/IndiaCom.2014.6828163
  • Filename
    6828163