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Challenges in clinical applications of brain computer interfaces in individuals with spinal cord injury

机译:脊髓损伤患者脑计算机接口在临床应用中的挑战

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摘要

Brain computer interfaces (BCIs) are devices that measure brain activities and translate them into control signals used for a variety of applications. Among them are systems for communication, environmental control, neuroprostheses, exoskeletons, or restorative therapies. Over the last years the technology of BCIs has reached a level of matureness allowing them to be used not only in research experiments supervised by scientists, but also in clinical routine with patients with neurological impairments supervised by clinical personnel or caregivers. However, clinicians and patients face many challenges in the application of BCIs. This particularly applies to high spinal cord injured patients, in whom artificial ventilation, autonomic dysfunctions, neuropathic pain, or the inability to achieve a sufficient level of control during a short-term training may limit the successful use of a BCI. Additionally, spasmolytic medication and the acute stress reaction with associated episodes of depression may have a negative influence on the modulation of brain waves and therefore the ability to concentrate over an extended period of time. Although BCIs seem to be a promising assistive technology for individuals with high spinal cord injury systematic investigations are highly needed to obtain realistic estimates of the percentage of users that for any reason may not be able to operate a BCI in a clinical setting.
机译:大脑计算机接口(BCI)是测量大脑活动并将其转换为用于各种应用程序的控制信号的设备。其中包括通信系统,环境控制系统,神经假体,外骨骼或修复性治疗系统。在过去的几年中,BCI的技术已经达到了成熟水平,不仅可以用于科学家监督下的研究实验中,而且还可以用于由临床人员或护理人员监督下的神经功能缺损患者的临床常规中。但是,临床医生和患者在BCI的应用中面临许多挑战。这尤其适用于高脊髓损伤的患者,在这些患者中,人工通气,自主神经功能障碍,神经性疼痛或短期训练期间无法达到足够的控制水平可能会限制BCI的成功使用。此外,痉挛性药物和伴随抑郁发作的急性应激反应可能对脑电波的调制有负面影响,因此可能导致长时间集中注意力。尽管BCI对于患有高脊髓损伤的个体似乎是一种有前途的辅助技术,但仍需要进行系统的研究才能获得对由于某种原因在临床环境中可能无法操作BCI的使用者百分比的实际估计。

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