Title :
A decision tree for brain-computer interface devices
Author :
Kennedy, P.R. ; Adams, K.D.
Author_Institution :
Neural Signals Inc., Atlanta, GA, USA
fDate :
6/1/2003 12:00:00 AM
Abstract :
This paper is a first attempt to present a "decision tree" to assist in choosing a brain-computer interface device for patients who are nearly or completely "locked-in" (cognitively intact but unable to move or communicate.) The first step is to assess any remaining function. There are six inflexion points in the decision-making process. These depend on the functional status of the patient: 1) some residual movement; 2) no movement, but some residual electromyographic (EMG) activity; 3) fully locked-in with no EMG activity or movements but with conjugate eye movements; 4) same as 3 but with disconjugate eye movements; 5) same as 4 but with inadequate assistance from the available EEG-based systems; 6) same as 5 and accepting of an invasive system.
Keywords :
biomechanics; electroencephalography; electromyography; eye; handicapped aids; visual evoked potentials; EEG-based systems; brain-computer interface devices; conjugate eye movements; decision tree; disconjugate eye movements; event-related potentials; invasive system; locked-in syndrome patients; no movement; patient functional status; residual electromyographic activity; residual movement; Brain computer interfaces; Decision making; Decision trees; Diseases; Electrodes; Electroencephalography; Electromyography; Keyboards; Rhythm; Switches; Algorithms; Amyotrophic Lateral Sclerosis; Brain; Decision Making, Computer-Assisted; Decision Trees; Electroencephalography; Electromyography; Evoked Potentials; Humans; Nervous System Diseases; Quadriplegia; Therapy, Computer-Assisted; User-Computer Interface;
Journal_Title :
Neural Systems and Rehabilitation Engineering, IEEE Transactions on
DOI :
10.1109/TNSRE.2003.814420