Visualisation of two-dimensional kinematic data from bimanual control of a commercial gaming system used in post-stroke rehabilitation

Kinematic data from two stroke participants and a healthy control were collected using a novel bimanual rehabilitation system. The system employs two customized PlayStation Move Controllers and an Eye camera to track the participants' hand movements. In this study, the participants played a Facebook game by symmetrically moving both hands to control the computer's mouse cursor. The collected data were recorded during one game session, and movement distribution analysis was performed to create density plots of each participant's hand motion in the XY plane. This type of kinematic information that can be gathered by rehabilitation systems with motion tracking capabilities has the potential to be used by therapists to monitor and guide home-based rehabilitation programs.

[1]  James L. Patton,et al.  Distributions in the error space: Goal-directed movements described in time and state-space representations , 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[2]  H. F. Machiel Van der Loos,et al.  Kinecting the moves: the kinematic potential of rehabilitation-specific gaming to inform treatment for hemiplegia , 2014 .

[3]  Michael Sampson,et al.  Home-based stroke rehabilitation using computer gaming , 2012 .

[4]  James L. Patton,et al.  Individual patterns of motor deficits evident in movement distribution analysis , 2013, 2013 IEEE 13th International Conference on Rehabilitation Robotics (ICORR).

[5]  K. J. Miller,et al.  Perceptions of Technology and Its Use for Therapeutic Application for Individuals With Hemiparesis: Findings From Adult and Pediatric Focus Groups , 2015, JMIR rehabilitation and assistive technologies.

[6]  Courtney G. E. Hilderman,et al.  Virtual Reality Therapy for Adults Post-Stroke: A Systematic Review and Meta-Analysis Exploring Virtual Environments and Commercial Games in Therapy , 2014, PloS one.

[7]  H. F. Machiel Van der Loos,et al.  Usability testing of gaming and social media applications for stroke and cerebral palsy upper limb rehabilitation , 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[8]  O. Celik,et al.  Systematic review of Kinect applications in elderly care and stroke rehabilitation , 2014, Journal of NeuroEngineering and Rehabilitation.

[9]  Katie Thomson,et al.  Commercial Gaming Devices for Stroke Upper Limb Rehabilitation: A Systematic Review , 2014, International journal of stroke : official journal of the International Stroke Society.

[10]  W. Marsden I and J , 2012 .

[11]  Eva Pietrzak,et al.  Using Commercial Video Games for Upper Limb Stroke Rehabilitation: Is This the Way of the Future? , 2014, Topics in stroke rehabilitation.

[12]  Naznin Virji-Babul,et al.  Therapists’ Perceptions of Social Media and Video Game Technologies in Upper Limb Rehabilitation , 2015, JMIR serious games.

[13]  R. Enoka Neuromechanics of Human Movement , 2001 .

[14]  H. F. Machiel Van der Loos,et al.  FEATHERS, A bimanual upper limb rehabilitation platform: A case study of user-centred approach in rehabilitation device design , 2015 .