• DocumentCode
    2099131
  • Title

    The effect of robot-assisted locomotor training on walking speed

  • Author

    Niu, Xin-liang ; Varoqui, D. ; Kindig, M. ; Mirbagheri, M.M.

  • Author_Institution
    Dept. of Phys. Med. & Rehabilitation, Northwestern Univ., Chicago, IL, USA
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    3858
  • Lastpage
    3861
  • Abstract
    This study was to quantify the effects of Lokomat training on ambulation capacity of patients with incomplete spinal cord injury (SCI), and to examine the potential assistance of anti-spasticity medication on training. Twenty-nine SCI subjects with spastic hypertonia at their ankle participated in a 12-session Lokomat training regimen, with half receiving Lokomat only (LOKO) and half receiving Lokomat combined with tizanidine (LOKO+TIZ). Walking capacity was evaluated in terms of the 10-meter walking (10MW) speed-a major clinical evaluation of SCI rehabilitation-four times (at the baseline, 1-, 2- and 4-weeks after training). Growth Mixture Model (GMM) was used to classify the walking speed into recovery patterns. Two latent classes were found for each treatment group, corresponding to low speed and high speed. Walking speed increased with training for high-walking-capacity subjects in the LOKO group, and for both high- and low-capacity subjects in the LOKO+TIZ group. Improvement magnitude between pre- and post-test varied among latent classes. Within each class, the baseline measure had a significant effect on walking speed improvement. This study shows that the Lokomat training improves walking speed for patients with SCI, and anti-spasticity medication, such as tizanidine, can improve the efficacy of Lokomat training, particularly for patients with low walking capacity.
  • Keywords
    gait analysis; injuries; medical robotics; neurophysiology; patient rehabilitation; GMM; Lokomat training; SCI rehabilitation; ankle; antispasticity medication; distance 10 m; growth mixture model; high-walking-capacity subjects; patient ambulation capacity; robot-assisted locomotor training; spastic hypertonia; time 1 week to 4 week; tizanidine; walking capacity; walking speed improvement; Analytical models; Atmospheric measurements; Legged locomotion; Particle measurements; Spinal cord injury; Training; Growth Mixture Model; Lokomat; Random Coefficient Regression; spinal cord injury; tizanidine; Clonidine; Humans; Motor Activity; Recovery of Function; Robotics; Time Factors; Walking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6346809
  • Filename
    6346809