Challenges in clinical applications of brain computer interfaces in individuals with spinal cord injury - PubMed Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Review
. 2014 Sep 24:7:38.
doi: 10.3389/fneng.2014.00038. eCollection 2014.

Challenges in clinical applications of brain computer interfaces in individuals with spinal cord injury

Affiliations
Review

Challenges in clinical applications of brain computer interfaces in individuals with spinal cord injury

Rüdiger Rupp. Front Neuroeng. .

Abstract

Brain computer interfaces (BCIs) are devices that measure brain activities and translate them into control signals used for a variety of applications. Among them are systems for communication, environmental control, neuroprostheses, exoskeletons, or restorative therapies. Over the last years the technology of BCIs has reached a level of matureness allowing them to be used not only in research experiments supervised by scientists, but also in clinical routine with patients with neurological impairments supervised by clinical personnel or caregivers. However, clinicians and patients face many challenges in the application of BCIs. This particularly applies to high spinal cord injured patients, in whom artificial ventilation, autonomic dysfunctions, neuropathic pain, or the inability to achieve a sufficient level of control during a short-term training may limit the successful use of a BCI. Additionally, spasmolytic medication and the acute stress reaction with associated episodes of depression may have a negative influence on the modulation of brain waves and therefore the ability to concentrate over an extended period of time. Although BCIs seem to be a promising assistive technology for individuals with high spinal cord injury systematic investigations are highly needed to obtain realistic estimates of the percentage of users that for any reason may not be able to operate a BCI in a clinical setting.

Keywords: BCI performance; brain computer interface; clinical application; complications; neurorehabilitation; spinal cord injury.

PubMed Disclaimer

Figures

FIGURE 1
FIGURE 1
Overview of factors limiting the successful use of different clinical BCI applications. The “long and winding road” of clinical applications of BCI. The height of each barrier encodes its priority.

Similar articles

Cited by

References

    1. Alkadhi H., Brugger P., Boendermaker S. H., Crelier G., Curt A., Hepp-Reymond M. C., et al. (2005). What disconnection tells about motor imagery: evidence from paraplegic patients. Cereb. Cortex 15 131–140 10.1093/cercor/bhh116 - DOI - PubMed
    1. Allison B., Luth T., Valbuena D., Teymourian A., Volosyak I., Gräser A. (2010). BCI demographics: how many (and what kinds of) people can use an SSVEP BCI? IEEE Trans. Neural Syst. Rehabil. Eng. 18 107–116 10.1109/TNSRE.2009.2039495 - DOI - PubMed
    1. Allison B. Z., Leeb R., Brunner C., Müller-Putz G. R., Bauernfeind G., Kelly J. W., et al. (2012). Toward smarter BCIs: extending BCIs through hybridization and intelligent control. J. Neural Eng. 9:013001 10.1088/1741-2560/9/1/013001 - DOI - PubMed
    1. Aloise F., Schettini F., Arico P., Salinari S., Guger C., Rinsma J., et al. (2011). Asynchronous P300-based brain-computer interface to control a virtual environment: initial tests on end users. Clin. EEG Neurosci. 42 219–224 10.1177/155005941104200406 - DOI - PubMed
    1. Anderson K. D. (2004). Targeting recovery: priorities of the spinal cord-injured population. J. Neurotrauma 21 1371–1383 10.1089/neu.2004.21.1371 - DOI - PubMed

LinkOut - more resources