• DocumentCode
    168057
  • Title

    A Big Data Framework for u-Healthcare Systems Utilizing Vital Signs

  • Author

    Tae-Woong Kim ; Kwang-Ho Park ; Sang-Hoon Yi ; Hee-Cheol Kim

  • Author_Institution
    Dept. of Comput. Educ., Silla Univ., Busan, South Korea
  • fYear
    2014
  • fDate
    10-12 June 2014
  • Firstpage
    494
  • Lastpage
    497
  • Abstract
    Healthcare systems are evolving from simple medical devices to ubiquitous healthcare systems working at anytime and anywhere. In particular, acquisition and transmission of vital signs from wearable devices with biosensors will be soon realized in our daily lives. Interestingly, when vital signs such as Electrocardiogram (ECG), respiration and the motion data are collected and accumulated, they become a kind of big data, which will be eventually a crucial clue for monitoring health in everyday life and preventing from diseases. This paper proposes a big data framework for u-healthcare systems that provide healthcare services based upon the analysis of the big data of vital signs. The framework includes methods for provision of real-time services as well as for transmission and analysis of the data. It employs an open standard platform to secure interoperability among the data and different devices. The proposed framework was implemented and tested in terms of the motion data from accelerometers.
  • Keywords
    accelerometers; data handling; medical information systems; open systems; patient monitoring; ubiquitous computing; ECG; accelerometers; big data framework; biosensors; electrocardiogram; health monitoring; healthcare systems; interoperability; medical devices; motion data; open standard platform; real-time services; respiration data; u-healthcare systems; ubiquitous healthcare systems; vital signs; wearable devices; Big data; Biomedical monitoring; Data mining; Electrocardiography; Feature extraction; Interoperability; Medical services; Accelerometer; big data; biosensors; healthcare; interoperability; platform; ubiquitous computing; vital signs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer, Consumer and Control (IS3C), 2014 International Symposium on
  • Conference_Location
    Taichung
  • Type

    conf

  • DOI
    10.1109/IS3C.2014.135
  • Filename
    6845927