title: [Characterization of electrical brain activity related to hand motor imagery in healthy subjects].
abstract: Brain computer interface systems (BCI) translate the intentions of patients affected with locked-in syndrome through the EEG signal characteristics, which are converted into commands used to control external devices. One of the strategies used, is to decode the motor imagery of the subject, which can modify the neuronal activity in the sensory-motor areas in a similar way to which it is observed in real movement. The present study shows the activation patterns that are registered in motor and motor imagery tasks of right and left hand movement in a sample of young healthy subjects of Mexican nationality. By means of frequency analysis it was possible to determine the difference conditions of motor imagery and movement. Using U Mann- Whitney tests, differences with statistical significance (p < 0.05) where obtained, in the EEG channels C3, Cz, C4, T3 and P3 in the mu and beta rhythms, for subjects with similar characteristics (age, gender, and education). With these results, it would be possible to define a classifier or decoder by gender that improves the performance rate and diminishes the training time, with the goal of designing a functional BCI system that can be transferred from the laboratory to the clinical application in patients with motor disabilities.
authors.forename: Jessica
authors.initials: J
authors.lastname: Cantillo-Negrete
authors.affiliation: Subdirección de Investigación Tecnológica. Instituto Nacional de Rehabilitación.
authors.forename: Josefina
authors.initials: J
authors.lastname: Gutiérrez-Martínez
authors.forename: Teodoro B
authors.initials: TB
authors.lastname: Flores-Rodríguez
authors.forename: Rubén I
authors.initials: RI
authors.lastname: Cariño-Escobar
authors.forename: David
authors.initials: D
authors.lastname: Elías-Viñas
mesh_terms: D000328:Adult; D001921:Brain / Q000502:physiology*; D062207:Brain-Computer Interfaces; D004569:Electroencephalography; D005260:Female; D006225:Hand; D006801:Humans; D007092:Imagination / Q000502:physiology; D008297:Male; D008800:Mexico; D009068:Movement / Q000502:physiology*; D011597:Psychomotor Performance / Q000502:physiology; D018709:Statistics, Nonparametric; D013997:Time Factors; D055815:Young Adult