• DocumentCode
    3756239
  • Title

    Hadoop-Based Distributed Computing Algorithms for Healthcare and Clinic Data Processing

  • Author

    Jun Ni;Ying Chen;Jie Sha;Minghuan Zhang

  • Author_Institution
    Big Data &
  • fYear
    2015
  • Firstpage
    188
  • Lastpage
    193
  • Abstract
    There exit a huge demand on utilizing big data technology to process healthcare related patients data for healthcare information extraction and medical knowledge discovery. In this paper, we briefly review the demands and application potentials using big data technology with an emphasis on common challenges. After briefly addressing the Hadoop/MapReduce code components and modules, we use a simple clinic data to demonstrate how to map and reduce on small dataset with illustrated workflow. We give simple scenario of using other MapReduce calculation modules for counting and classification. This serves as a basic step into future utilization of big data to healthcare domain.
  • Keywords
    "Medical services","Big data","Distributed databases","Computers","Data mining"
  • Publisher
    ieee
  • Conference_Titel
    Internet Computing for Science and Engineering (ICICSE), 2015 Eighth International Conference on
  • Type

    conf

  • DOI
    10.1109/ICICSE.2015.41
  • Filename
    7422478