Literature DB >> 27762234

Expanding the (kaleido)scope: exploring current literature trends for translating electroencephalography (EEG) based brain-computer interfaces for motor rehabilitation in children.

E Kinney-Lang1, B Auyeung, J Escudero.   

Abstract

Rehabilitation applications using brain-computer interfaces (BCI) have recently shown encouraging results for motor recovery. Effective BCI neurorehabilitation has been shown to exploit neuroplastic properties of the brain through mental imagery tasks. However, these applications and results are currently restricted to adults. A systematic search reveals there is essentially no literature describing motor rehabilitative BCI applications that use electroencephalograms (EEG) in children, despite advances in such applications with adults. Further inspection highlights limited literature pursuing research in the field, especially outside of neurofeedback paradigms. Then the question naturally arises, do current literature trends indicate that EEG based BCI motor rehabilitation applications could be translated to children? To provide further evidence beyond the available literature for this particular topic, we present an exploratory survey examining some of the indirect literature related to motor rehabilitation BCI in children. Our goal is to establish if evidence in the related literature supports research on this topic and if the related studies can help explain the dearth of current research in this area. The investigation found positive literature trends in the indirect studies which support translating these BCI applications to children and provide insight into potential pitfalls perhaps responsible for the limited literature. Careful consideration of these pitfalls in conjunction with support from the literature emphasize that fully realized motor rehabilitation BCI applications for children are feasible and would be beneficial. •  BCI intervention has improved motor recovery in adult patients and offer supplementary rehabilitation options to patients. •  A systematic literature search revealed that essentially no research has been conducted bringing motor rehabilitation BCI applications to children, despite advances in BCI. •  Indirect studies discovered from the systematic literature search, i.e. neurorehabilitation in children via BCI for autism spectrum disorder, provide insight into translating motor rehabilitation BCI applications to children. •  Translating BCI applications to children is a relevant, important area of research which is relatively barren.

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Year:  2016        PMID: 27762234     DOI: 10.1088/1741-2560/13/6/061002

Source DB:  PubMed          Journal:  J Neural Eng        ISSN: 1741-2552            Impact factor:   5.379


  4 in total

1.  The performance of 9-11-year-old children using an SSVEP-based BCI for target selection.

Authors:  James J S Norton; Jessica Mullins; Birgit E Alitz; Timothy Bretl
Journal:  J Neural Eng       Date:  2018-06-28       Impact factor: 5.379

Review 2.  Past, Present, and Future of EEG-Based BCI Applications.

Authors:  Kaido Värbu; Naveed Muhammad; Yar Muhammad
Journal:  Sensors (Basel)       Date:  2022-04-26       Impact factor: 3.847

3.  EEG Assessment in a 2-Year-Old Child with Prolonged Disorders of Consciousness: 3 Years' Follow-up.

Authors:  Gang Xu; Qianqian Sheng; Qinggang Xin; Yanxin Song; Gaoyan Zhang; Lin Yuan; Peng Zhao; Jun Liang
Journal:  Comput Intell Neurosci       Date:  2020-11-21

4.  Advancing Brain-Computer Interface Applications for Severely Disabled Children Through a Multidisciplinary National Network: Summary of the Inaugural Pediatric BCI Canada Meeting.

Authors:  Eli Kinney-Lang; Dion Kelly; Erica D Floreani; Zeanna Jadavji; Danette Rowley; Ephrem Takele Zewdie; Javad R Anaraki; Hosein Bahari; Kim Beckers; Karen Castelane; Lindsey Crawford; Sarah House; Chelsea A Rauh; Amber Michaud; Matheus Mussi; Jessica Silver; Corinne Tuck; Kim Adams; John Andersen; Tom Chau; Adam Kirton
Journal:  Front Hum Neurosci       Date:  2020-12-03       Impact factor: 3.169

  4 in total

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