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致力于为多发性硬化症患者开发脑机接口。

Towards developing brain-computer interfaces for people with Multiple Sclerosis.

作者信息

Russo John S, Mahoney Tim, Kokorin Kirill, Reynolds Ashley, Lin Chin-Hsuan Sophie, John Sam E, Grayden David B

机构信息

Department of Biomedical Engineering, The University of Melbourne, Melbourne, Australia.

Graeme Clark Institute, The University of Melbourne, Melbourne, Australia.

出版信息

PLoS One. 2025 Mar 18;20(3):e0319811. doi: 10.1371/journal.pone.0319811. eCollection 2025.

Abstract

BACKGROUND

Multiple Sclerosis (MS) can be a severely disabling condition that leads to various neurological symptoms. A Brain-Computer Interface (BCI) may substitute some lost function; however, there is a lack of BCI research in people with MS. Present BCI designs have also overlooked the unique pathological changes associated with MS and have not considered needs of users within their home environments. To progress this research area effectively and efficiently, we aimed to evaluate user needs and assess the feasibility and user-centric requirements of a BCI for people with MS. We hypothesised that (i) people with MS would be interested in adopting BCI technology and (ii) those with reduced independence would prefer a higher-performing invasive BCI.

METHODS

We conducted an online survey of people with MS to describe user preferences and establish the initial steps of user-centred design. The survey aimed to understand their interest in BCI applications, bionic applications, device preferences, and development considerations and related these to symptoms and assistance needs.

RESULTS

We demonstrated widespread interest for BCI applications in all stages of MS, with a preference for a non-invasive (n = 12) or minimally invasive (n = 15) BCI over carer assistance (n = 6). Descriptive analysis indicated that level of independence did not influence preference towards the higher performing but highly invasive BCI.

CONCLUSIONS

The needs of end users reported in this study are crucial for efficient development of BCI systems that can be effectively translated into the home environment. Considering the potential to enhance independence and quality of life for people living with MS, the results emphasise the importance of user-centred design for future advancement of BCIs that account for the unique pathological changes associated with MS.

摘要

背景

多发性硬化症(MS)可能是一种严重致残的疾病,会导致各种神经症状。脑机接口(BCI)或许可以替代一些丧失的功能;然而,针对MS患者的BCI研究却很匮乏。目前的BCI设计也忽略了与MS相关的独特病理变化,并且没有考虑用户在家庭环境中的需求。为了有效且高效地推动这一研究领域的发展,我们旨在评估用户需求,并评估针对MS患者的BCI的可行性和以用户为中心的要求。我们假设:(i)MS患者会对采用BCI技术感兴趣;(ii)独立性降低的患者会更倾向于性能更高的侵入性BCI。

方法

我们对MS患者进行了一项在线调查,以描述用户偏好并确立以用户为中心的设计的初步步骤。该调查旨在了解他们对BCI应用、仿生应用、设备偏好以及开发考量的兴趣,并将这些与症状和辅助需求联系起来。

结果

我们证明了MS各个阶段的患者对BCI应用都有广泛的兴趣,相较于护理人员协助(n = 6),他们更倾向于非侵入性(n = 12)或微创性(n = 15)BCI。描述性分析表明,独立性水平并未影响对性能更高但侵入性也高的BCI的偏好。

结论

本研究中报告的终端用户需求对于高效开发能够有效应用于家庭环境的BCI系统至关重要。考虑到增强MS患者独立性和生活质量的潜力,这些结果强调了以用户为中心的设计对于未来BCI发展的重要性,这种设计要考虑到与MS相关的独特病理变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3903/11918325/601a4c0dbe1d/pone.0319811.g001.jpg

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