• DocumentCode
    2492304
  • Title

    Towards remote evaluation of movement disorders via smartphones

  • Author

    Kostikis, N. ; Hristu-Varsakelis, D. ; Arnaoutoglou, M. ; Kotsavasiloglou, C. ; Baloyiannis, S.

  • Author_Institution
    Dept. of Appl. Inf., Univ. of Macedonia, Thessaloniki, Greece
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    5240
  • Lastpage
    5243
  • Abstract
    Recent advances in mobile phone technology have placed an impressive array of sensing and communication equipment at the hands of an ever-growing number of people. One of the areas which can potentially be transformed by the availability of what is essentially a cheap, ubiquitous networked sensor, is that of remote diagnosis of movement disorders, such as Parkinson´s disease. This work describes a smartphone-based method for detecting and quantifying the hand tremor associated with movement disorders using signals from the accelerometer and gyroscope embedded in the patient´s phone. Our approach is web-based and user-friendly, requiring minimal user interaction. In clinical experiments with twenty subjects, we found that by combining both accelerometer and gyroscope signals, we were able to correctly identify those with hand tremor, using very simple signal metrics.
  • Keywords
    Internet; accelerometers; gyroscopes; human computer interaction; medical disorders; mobile computing; patient diagnosis; smart phones; Web-based approach; accelerometer; clinical experiment; gyroscope signals; hand tremor; movement disorders; patient phone; remote diagnosis; remote evaluation; smartphone-based method; user interaction; user-friendly approach; Acceleration; Accelerometers; Diseases; Educational institutions; Gyroscopes; Smart phones; Acceleration; Actigraphy; Cellular Phone; Diagnosis, Computer-Assisted; Equipment Design; Equipment Failure Analysis; Humans; Monitoring, Ambulatory; Movement Disorders; Reproducibility of Results; Sensitivity and Specificity; Telemedicine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091296
  • Filename
    6091296