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To identify the prevalence of brain activation in response to motor commands in patients with acute brain injury and depressed level of consciousness without command-following, researchers analyzed continuous-electroencephalography (EEG) signals in 104 patients at a single center. The investigators then looked at the long-term functional outcome in patients with versus without brain activation. A machine-learning algorithm was developed to predict the EEG signal characteristics of a particular motor command. Study subjects were then given the motor command by being asked to alternatively “keep opening and closing your right/left hand” and “stop opening and closing your right/left hand.”
In total, 16 out of the 104 patients (15%) had brain ac…