Patient training for functional use of pattern recognition-controlled prostheses.

Journal of Prosthetics and Orthotics : JPO
Ann M SimonKathy A Stubblefield

Abstract

Pattern recognition control systems have the potential to provide better, more reliable myoelectric prosthesis control for individuals with an upper-limb amputation. However, proper patient training is essential. We begin user training by teaching the concepts of pattern recognition control and progress to teaching how to control, use, and maintain prostheses with one or many degrees of freedom. Here we describe the training stages, with relevant case studies, and highlight several tools that can be used throughout the training process, including prosthesis-guided training (PGT)-a self-initiated, simple method of recalibrating a pattern recognition-controlled prosthesis. PGT may lengthen functional use times, potentially increasing prosthesis wear time. Using this training approach, we anticipate advancing pattern recognition control from the laboratory to the home environment and finally realizing the full potential of these control systems.

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Citations

Jun 21, 2013·Journal of Neuroengineering and Rehabilitation·Levi J HargroveTodd A Kuiken
Apr 30, 2014·Journal of Neuroengineering and Rehabilitation·Anders L FougnerPeter J Kyberd
Aug 22, 2014·Journal of Rehabilitation Research and Development·Helen Y N LindnerLiselotte M N Hermansson
Mar 5, 2016·Frontiers in Neuroscience·Eric J EarleyTodd A Kuiken
Mar 12, 2013·IEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society·E SchemeK Englehart
Aug 1, 2015·Journal of Rehabilitation Research and Development·Stephanie L CareyUNKNOWN FAAOP
Dec 18, 2014·Journal of Neuroengineering and Rehabilitation·Joan Lobo-PratPeter H Veltink
Dec 28, 2016·IEEE Transactions on Bio-medical Engineering·Yinfeng FangHonghai Liu
Sep 22, 2018·PloS One·Linda J ResnikShana Lieberman Klinger
Jan 18, 2019·Artificial Organs·Martin AmanOskar C Aszmann
Apr 12, 2019·Disability and Rehabilitation. Assistive Technology·Lauren TrentTiffany Ryan
May 12, 2018·Journal of Neuroengineering and Rehabilitation·Yang XuWendong Xu
Mar 6, 2013·Journal of Prosthetics and Orthotics : JPO·Michael A Powell, Nitish V Thakor
Sep 5, 2014·Journal of Neural Engineering·Mark Ison, Panagiotis Artemiadis
Jul 3, 2019·Prosthetics and Orthotics International·Ali HussainiPeter Kyberd
Mar 16, 2019·Journal of Medical Engineering & Technology·Nilanjan DasShailee Singh Bankura
Jun 7, 2016·Journal of Neural Engineering·Rebecca A BercichPedro P Irazoqui
Sep 27, 2018·Journal of Neuroengineering and Rehabilitation·Levi HargroveTodd Kuiken
Feb 14, 2021·Journal of Neuroengineering and Rehabilitation·Morten B KristoffersenCorry K van der Sluis
Jun 2, 2021·Nature Biomedical Engineering·Dario FarinaOskar C Aszmann
Aug 31, 2021·Prosthetics and Orthotics International·Cathrine WidehammarLiselotte Hermansson

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