An fNIRS-Based Motor Imagery BCI for ALS: A Subject-Specific Data-Driven Approach - Hosni, S. M.; Borgheai, S. B.; McLinden, J.; Shahriari, Y. (IEEE transactions on neural systems and rehabilitation engineering, 2020)
Keywords: Amyotrophic lateral sclerosis; Amyotrophic lateral sclerosis (ALS); Blood; brain-computer interface (BCI); Classification; Electroencephalography; Functional magnetic resonance imaging; functional near-infrared spectroscopy (fNIRS); Generalized linear models; Hemodynamic responses; Hemodynamics; Human-computer interface; Indexing; Infrared spectra; Infrared spectroscopy; Interfaces; Medical imaging; Mental task performance; Near infrared radiation; Parameter identification; Performance evaluation; Physiology; Spectroscopy; Statistical models; subject-specific data-driven approach; Support vector machines; Task analysis