Towards developing brain-computer interfaces for people with Multiple Sclerosis

脑-机接口 偏爱 计算机科学 接口(物质) 人机交互 医学 心理学 神经科学 脑电图 最大气泡压力法 气泡 经济 并行计算 微观经济学
作者
John S. Russo,Tim Mahoney,Kirill Kokorin,Ashley Reynolds,Chin‐Hsuan Lin,Sam Emmanuel John,David Bruce Grayden
出处
期刊:PLOS ONE [Public Library of Science]
卷期号:20 (3): e0319811-e0319811 被引量:5
标识
DOI:10.1371/journal.pone.0319811
摘要

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.
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