A decision tree for brain-computer interface devices

IEEE Trans Neural Syst Rehabil Eng. 2003 Jun;11(2):148-50. doi: 10.1109/TNSRE.2003.814420.

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.

Publication types

  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Algorithms*
  • Amyotrophic Lateral Sclerosis / rehabilitation*
  • Brain / physiopathology*
  • Decision Making, Computer-Assisted
  • Decision Trees*
  • Electroencephalography / instrumentation
  • Electroencephalography / methods
  • Electromyography / instrumentation
  • Electromyography / methods
  • Evoked Potentials
  • Humans
  • Nervous System Diseases / rehabilitation
  • Quadriplegia / rehabilitation
  • Therapy, Computer-Assisted / methods*
  • User-Computer Interface*