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A pilot controlled randomized controlled trial using EEG-based brain-computer interface training for a Chinese-speaking group of healthy elderly.

机译:使用基于脑电图的脑机接口培训对华裔健康老人群体进行的中试对照随机对照试验。

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摘要

Background: There is growing evidence that cognitive training (CT) can improve the cognitive functioning of the elderly. CT may be influenced by cultural and linguistic factors, but research examining CT programs has mostly been conducted on Western populations. We have developed an innovative electroencephalography (EEG)-based brain–computer interface (BCI) CT program that has shown preliminary efficacy in improving cognition in 32 healthy English-speaking elderly adults in Singapore. In this second pilot trial, we examine the acceptability, safety, and preliminary efficacy of our BCI CT program in healthy Chinese-speaking Singaporean elderly.Methods: Thirty-nine elderly participants were randomized into intervention (n=21) and waitlist control (n=18) arms. Intervention consisted of 24 half-hour sessions with our BCI-based CT training system to be completed in 8 weeks; the control arm received the same intervention after an initial 8-week waiting period. At the end of the training, a usability and acceptability questionnaire was administered. Efficacy was measured using the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS), which was translated and culturally adapted for the Chinese-speaking local population. Users were asked about any adverse events experienced after each session as a safety measure.Results: The training was deemed easily usable and acceptable by senior users. The median difference in the change scores pre- and post-training of the modified RBANS total score was 8.0 (95% confidence interval [CI]: 0.0–16.0, P=0.042) higher in the intervention arm than waitlist control, while the mean difference was 9.0 (95% CI: 1.7–16.2, P=0.017). Ten (30.3%) participants reported a total of 16 adverse events – all of which were graded “mild” except for one graded “moderate”.Conclusion: Our BCI training system shows potential in improving cognition in both English- and Chinese-speaking elderly, and deserves further evaluation in a Phase III trial. Overall, participants responded positively on the usability and acceptability questionnaire.
机译:背景:越来越多的证据表明,认知训练(CT)可以改善老年人的认知功能。 CT可能会受到文化和语言因素的影响,但是研究CT计划的研究主要针对西方人群。我们已经开发出了基于脑电图(EEG)的创新型脑机接口(BCI)CT程序,该程序已显示出在改善新加坡32位健康英语老人中的认知能力的初步功效。在这项第二项试验性试验中,我们研究了BCI CT计划对健康的华语新加坡老年人的可接受性,安全性和初步疗效。方法:将39名老年参与者随机分为干预(n = 21)和等待名单控制(n = 18)武器。干预包括24个半小时的培训课程,包括基于BCI的CT培训系统,该培训将于8周内完成;在最初的8周等待期后,控制臂接受了相同的干预。培训结束时,将发布可用性和可接受性调查表。使用可重复电池评估神经心理状态(RBANS)来评估疗效,该电池已翻译并在文化上适合说汉语的当地居民。作为安全措施,用户被询问每次训练后遇到的任何不良事件。结果:该培训被高级用户认为易于使用并且可以接受。在干预组中,修改后的RBANS总得分在训练前后变化得分的中位数差异比候补对照组高8.​​0(95%置信区间[CI]:0.0-16.0,P = 0.042),而均值差异为9.0(95%CI:1.7-16.2,P = 0.017)。十名(30.3%)参与者报告了总共16次不良事件-除一个为“中度”外,所有这些事件均被评为“轻度”。结论:我们的BCI培训系统显示了提高英语和汉语的老年人认知的潜力,值得在III期试验中进行进一步评估。总体而言,参与者对可用性和可接受性问卷的回答是积极的。

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