Brain-computer interfaces patient preferences: a systematic review.

Jamie F M Brannigan, Kishan Liyanage, Hugo Layard Horsfall, Luke Bashford, William Muirhead, Adam Fry
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Abstract

Objective. Brain-computer interfaces (BCIs) have the potential to restore motor capabilities and functional independence in individuals with motor impairments. Despite accelerating advances in the performance of implanted devices, few studies have identified patient preferences underlying device design, and each study typically captures a single aetiology of motor impairment. We aimed to characterise BCI patient preferences in a large cohort across multiple aetiologies.Approach. We performed a systematic review of all published studies reporting patient preferences for BCI devices, including both qualitative and quantitative data. We searched MEDLINE, Embase, and CINAHL from inception to 18 April 2023. Two reviewers independently screened articles and extracted data on demographic information, device use, invasiveness preference, device design, and functional preferences.Main results. From 1316 articles identified, 28 studies met inclusion criteria, capturing preferences from 1701 patients (mean age 42.1-64.3 years). The most represented conditions were amyotrophic lateral sclerosis (n= 15 studies, 53.6%) and spinal cord injury (n= 13 studies 46.4%). Individuals with motor impairments prioritised device accuracy over other design characteristics. In four studies where patients ranked performance characteristics, accuracy was ranked first each time. We found that the speed and accuracy of BCI systems in recent publications exceeds reported patient preferences, however this performance has been achieved with a level of training and setup burden that would not be tolerated by most patients. Preferences varied by disease aetiology and severity; amyotrophic lateral sclerosis patients typically prioritised communication functions, whereas spinal cord injury patients emphasised limb control and sphincteric functions.Significance.Our findings highlight that despite advances in BCI performance exceeding patient expectations, there remains a need to reduce training and setup burdens to enhance usability. Moreover, patient preferences differ across conditions and impairment severities, underscoring the importance of personalised BCI configurations and tailored training regimens to meet individual needs.

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脑机接口患者偏好:系统综述。
背景 脑机接口(BCI)有可能恢复运动障碍患者的运动能力和功能独立性。尽管各种植入式设备的性能在加速进步,但很少有研究能确定患者对设备设计的偏好,此外,每项研究通常只针对运动障碍的单一病因。我们的目标是在一个大型患者群体中描述BCI患者对多种病因的偏好。我们对所有报道BCI设备患者偏好的已发表研究进行了系统性回顾。我们检索了从开始到 2023 年 4 月 18 日的 MEDLINE、Embase 和 CINAHL。我们纳入了所有报道有关 BCI 设备的定性或定量偏好的研究。文章筛选和数据提取由两名审稿人重复进行。提取的信息包括人口统计学信息、当前数字设备使用情况、设备侵入性偏好、设备设计偏好和设备功能偏好。我们从 1701 名患者(平均年龄 = 42.1-64.3 岁)那里获得了偏好信息。肌萎缩性脊髓侧索硬化症是最具代表性的临床疾病(15 项研究,占 53.6%),其次是脊髓损伤(13 项研究,占 46.4%)。我们发现,与其他设备设计特点相比,运动障碍患者更看重设备的准确性。我们还发现,在最近发表的文章中,BCI 系统的速度和准确性超出了所报道的患者偏好,但这一性能是在大多数患者无法承受的训练和设置负担水平上实现的。在对不同研究的人群进行比较时,我们发现患者的偏好因疾病病因和运动障碍的严重程度而异。
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