• DocumentCode
    1787397
  • Title

    Biomedical Big Data for Clinical Research and Patient Care: Role of Semantic Computing

  • Author

    Sahoo, Satya S.

  • Author_Institution
    Div. of Med. Inf., Case Western Reserve Univ., Cleveland, OH, USA
  • fYear
    2014
  • fDate
    16-18 June 2014
  • Firstpage
    3
  • Lastpage
    5
  • Abstract
    Healthcare datasets are increasingly characterized by large volume, high rate of generation and need for real time analysis (velocity), and variety. These datasets are often termed biomedical big data and include multi-modal electrophysiological signals and electronic health records. In this talk, we focus on the computational challenges associated with signal data management and the role of semantic computing in addressing these challenges. We describe a cloud computing platform called Cloud wave that has been developed to effectively manage electrophysiological big data for epilepsy clinical research and patient care.
  • Keywords
    cloud computing; electronic health records; patient care; semantic Web; biomedical big data; clinical research; cloud computing platform; cloud wave; electronic health records; epilepsy clinical research; healthcare datasets; multimodal electrophysiological signals; patient care; semantic computing; signal data management; Big data; Data visualization; Electrophysiology; Epilepsy; Informatics; Ontologies; Semantics; Biomedical Big Data; Domain ontology; Hadoop; Semantic Web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Semantic Computing (ICSC), 2014 IEEE International Conference on
  • Conference_Location
    Newport Beach, CA
  • Print_ISBN
    978-1-4799-4002-8
  • Type

    conf

  • DOI
    10.1109/ICSC.2014.68
  • Filename
    6881993