Operation of a P300-based brain-computer interface in patients with Duchenne muscular dystrophy

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作者
Kota Utsumi
Kouji Takano
Yoji Okahara
Tetsuo Komori
Osamu Onodera
Kenji Kansaku
机构
[1] Research Institute of National Rehabilitation Center for Persons with Disabilities,Systems Neuroscience Section, Department of Rehabilitation for Brain Functions
[2] Tokorozawa,Department of Neurology, Brain Research Institute
[3] Niigata University Graduate School of Medicine,Department of Neurological Surgery
[4] Niigata,Department of Neurology
[5] Chiba University Graduate School of Medicine,Brain Science Inspired Life Support Research Center
[6] Chiba,undefined
[7] National Hakone Hospital,undefined
[8] The University of Electro-Communications,undefined
[9] Chofu,undefined
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摘要
A brain-computer interface (BCI) or brain-machine interface is a technology that enables the control of a computer and other external devices using signals from the brain. This technology has been tested in paralysed patients, such as those with cervical spinal cord injuries or amyotrophic lateral sclerosis, but it has not been tested systematically in Duchenne muscular dystrophy (DMD), which is a severe type of muscular dystrophy due to the loss of dystrophin and is often accompanied by progressive muscle weakness and wasting. Here, we investigated the efficacy of a P300-based BCI for patients with DMD. Eight bedridden patients with DMD and eight age- and gender-matched able-bodied controls were instructed to input hiragana characters. We used a region-based, two-step P300-based BCI with green/blue flicker stimuli. EEG data were recorded, and a linear discriminant analysis distinguished the target from other non-targets. The mean online accuracy of inputted characters (accuracy for the two-step procedure) was 71.6% for patients with DMD and 80.6% for controls, with no significant difference between the patients and controls. The P300-based BCI was operated successfully by individuals with DMD in an advanced stage and these findings suggest that this technology may be beneficial for patients with this disease.
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