• DocumentCode
    3069394
  • Title

    Evaluation of severity of Parkinson´s disease using stride interval variability

  • Author

    Ota, Leo ; Uchitomi, Hirotaka ; Suzuki, Kazuki ; Miyake, Yoshihiro ; Hove, Michael J. ; Orimo, Satoshi

  • Author_Institution
    Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
  • fYear
    2012
  • fDate
    1-4 July 2012
  • Firstpage
    521
  • Lastpage
    526
  • Abstract
    Parkinson´s disease (PD) is a neurodegenerative disorder by degeneration of dopamine neurons, affecting motor controls related to basal ganglia. Because severe movement disorders such as gait disturbances are often observed, evaluation from gait analysis is useful. From such a background, Coefficient of Variation (CV) and Detrended Fluctuation Analysis (DFA) comes to be used as one of the methods for analyzing the variability of the stride interval in recent years. However classification of the severity of PD by stride interval variability has not been reached to practical use enough. In this paper, in order to clarify the difference in age and the severity of PD patients, variability of stride interval were analyzed by CV and DFA. As a first step, we performed analysis of stride interval in three minutes´ walk of 17 PD patients, 13 healthy elderly and 12 healthy young people. Particularly, we divided PD patients based on the Hoehn and Yahr (HY) scale into an HY2 group (n=9) and an HY3 group (n=8) in order to examine the relation to disease severity. Results indicate that CV seemed to distinguish PD patients from healthy people and that DFA fractal exponent tended to be related to the age and the disease severity. From these results, gait analysis using both CV and DFA is suggested to classify participants into healthy young, healthy elderly, HY2 and HY3 groups. For future direction, there are possibilities for seeing the progression from healthy people to PD patients.
  • Keywords
    biomedical measurement; brain; diseases; fluctuations; gait analysis; geriatrics; medical disorders; neurophysiology; DFA fractal exponent; HY2 group; HY3 group; Hoehn-Yahr scale; PD patients; basal ganglia; coefficient of variation; detrended fluctuation analysis; dopamine neuron degeneration; gait analysis; gait disturbances; motor controls; movement disorders; neurodegenerative disorder; parkinsons disease; stride interval; stride interval variability; Diseases; Doped fiber amplifiers; Fractals; Senior citizens; Switches; Fractal analysis; Parkinson´s disease and Hoehn and Yahr stage; gait analysis; stride interval variability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complex Medical Engineering (CME), 2012 ICME International Conference on
  • Conference_Location
    Kobe
  • Print_ISBN
    978-1-4673-1617-0
  • Type

    conf

  • DOI
    10.1109/ICCME.2012.6275643
  • Filename
    6275643