Department of Biomedical Engineering, Hanyang University, Seoul, Korea.
Department of Rehabilitative Assistive Technology, National Rehabilitation Center, Seoul, Korea.
Psychophysiology. 2017 Nov;54(11):1632-1643. doi: 10.1111/psyp.12916. Epub 2017 Jul 11.
Patients in a locked-in state (LIS) due to severe neurological disorders such as amyotrophic lateral sclerosis (ALS) require seamless emergency care by their caregivers or guardians. However, it is a difficult job for the guardians to continuously monitor the patients' state, especially when direct communication is not possible. In the present study, we developed an emergency call system for such patients using a steady-state visual evoked potential (SSVEP)-based brain switch. Although there have been previous studies to implement SSVEP-based brain switch system, they have not been applied to patients in LIS, and thus their clinical value has not been validated. In this study, we verified whether the SSVEP-based brain switch system can be practically used as an emergency call system for patients in LIS. The brain switch used for our system adopted a chromatic visual stimulus, which proved to be visually less stimulating than conventional checkerboard-type stimuli but could generate SSVEP responses strong enough to be used for brain-computer interface (BCI) applications. To verify the feasibility of our emergency call system, 14 healthy participants and 3 patients with severe ALS took part in online experiments. All three ALS patients successfully called their guardians to their bedsides in about 6.56 seconds. Furthermore, additional experiments with one of these patients demonstrated that our emergency call system maintains fairly good performance even up to 4 weeks after the first experiment without renewing initial calibration data. Our results suggest that our SSVEP-based emergency call system might be successfully used in practical scenarios.
由于肌萎缩侧索硬化症(ALS)等严重神经疾病而处于闭锁状态(LIS)的患者需要其照顾者或监护人提供无缝的紧急护理。然而,对于监护人来说,持续监测患者的状态是一项艰巨的任务,尤其是在无法直接沟通的情况下。在本研究中,我们使用基于稳态视觉诱发电位(SSVEP)的脑机接口开发了一种针对此类患者的紧急呼叫系统。尽管之前已有研究实施了基于 SSVEP 的脑机接口系统,但尚未将其应用于 LIS 患者,因此尚未验证其临床价值。在这项研究中,我们验证了基于 SSVEP 的脑机接口系统是否可以实际用作 LIS 患者的紧急呼叫系统。我们的系统所使用的脑机接口采用了色觉刺激,与传统的棋盘式刺激相比,其视觉刺激性更小,但可以产生足够强的 SSVEP 响应,可用于脑机接口(BCI)应用。为了验证我们的紧急呼叫系统的可行性,14 名健康参与者和 3 名患有严重 ALS 的患者参加了在线实验。所有 3 名 ALS 患者都成功地在大约 6.56 秒内将其监护人叫到床边。此外,对其中一名患者进行的额外实验表明,即使在不更新初始校准数据的情况下,我们的紧急呼叫系统在第一次实验 4 周后仍能保持相当好的性能。我们的结果表明,我们的基于 SSVEP 的紧急呼叫系统可能会在实际场景中成功应用。