Performance predictors of motor imagery brain-computer interface based on spatial abilities for upper limb rehabilitation

Kevin Pacheco-Barrios, Kevin Acuna, Erick Carranza, David Achanccaray, Javier Andreu-Perez

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

6 Citas (Scopus)

Resumen

Motor Imagery based BCIs (MI-BCIs) allow the control of devices and communication by imagining different mental tasks. Despite many years of research, BCIs are still not the most accurate systems to control applications, due to two main factors: signal processing with classification, and users. It is admitted that BCI control involves certain characteristics and abilities in its users for optimal results. In this study, spatial abilities are evaluated in relation to MI-BCI control regarding flexion and extension mental tasks. Results show considerable correlation (r=0.49) between block design test (visual motor execution and spatial visualization) and extension-rest tasks. Additionally, rotation test (mental rotation task) presents significant correlation (r=0.56) to flexion-rest tasks.

Idioma originalInglés
Título de la publicación alojada2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Subtítulo de la publicación alojadaSmarter Technology for a Healthier World, EMBC 2017 - Proceedings
EditorialInstitute of Electrical and Electronics Engineers Inc.
Páginas1014-1017
Número de páginas4
ISBN (versión digital)9781509028092
DOI
EstadoPublicada - 13 sep 2017
Publicado de forma externa
Evento39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017 - Jeju Island, República de Corea
Duración: 11 jul 201715 jul 2017

Serie de la publicación

NombreProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
ISSN (versión impresa)1557-170X

Conferencia

Conferencia39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017
País/TerritorioRepública de Corea
CiudadJeju Island
Período11/07/1715/07/17

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