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使用脑机接口对完全不动状态下的认知功能进行筛查:一项原理验证研究。

Screening for Cognitive Function in Complete Immobility Using Brain-Machine Interfaces: A Proof of Principle Study.

作者信息

Lulé Dorothée, Hörner Katharina, Vazquez Cynthia, Aho-Özhan Helena, Keller Jürgen, Gorges Martin, Uttner Ingo, Ludolph Albert C

机构信息

Department of Neurology, University of Ulm, Ulm, Germany.

出版信息

Front Neurosci. 2018 Aug 15;12:517. doi: 10.3389/fnins.2018.00517. eCollection 2018.

DOI:10.3389/fnins.2018.00517
PMID:30158845
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6104564/
Abstract

In many neurological conditions, there is a combination of decline in physical function and cognitive abilities. For far advanced stages of physical disability where speaking and hand motor abilities are severely impaired, there is a lack of standardized approach to screen for cognitive profile. = 40 healthy subjects were included in the study. For proof of principle, = 6 ALS patients were additionally measured. For cognitive screening, we used the Edinburgh cognitive and behavioral ALS screen (ECAS) in the standard paper-and-pencil version. Additionally, we adapted the ECAS to a brain-machine interface (BMI) control module to screen for cognition in severely advanced patients. There was a high congruency between BMI version and the paper-and-pencil version of the ECAS. Sensitivity and specificity of the ECAS-BMI were mostly high whereas stress and weariness for the patient were low. We hereby present evidence that adaptation of a standardized neuropsychological test for BMI control is feasible. BMI driven neuropsychological test provides congruent results compared to standardized tests with a good specificity and sensitivity but low patient load.

摘要

在许多神经系统疾病中,身体功能和认知能力都会出现下降。对于身体残疾极为严重的晚期阶段,即言语和手部运动能力严重受损的情况,缺乏用于筛查认知状况的标准化方法。该研究纳入了40名健康受试者。为了验证原理,另外对6例肌萎缩侧索硬化症(ALS)患者进行了测量。对于认知筛查,我们使用了标准纸笔版的爱丁堡认知与行为ALS筛查量表(ECAS)。此外,我们将ECAS改编为一个脑机接口(BMI)控制模块,以筛查病情极为严重的患者的认知情况。BMI版与纸笔版的ECAS之间具有高度一致性。ECAS-BMI的敏感性和特异性大多较高,而患者的压力和疲劳程度较低。我们在此提供证据表明,将标准化神经心理测试改编用于BMI控制是可行的。与标准化测试相比,BMI驱动的神经心理测试能提供一致的结果,具有良好的特异性和敏感性,且患者负担较小。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/200c/6104564/c4971da22318/fnins-12-00517-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/200c/6104564/975fc7e69198/fnins-12-00517-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/200c/6104564/c4971da22318/fnins-12-00517-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/200c/6104564/975fc7e69198/fnins-12-00517-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/200c/6104564/c4971da22318/fnins-12-00517-g002.jpg

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本文引用的文献

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A first approach to a neuropsychological screening tool using eye-tracking for bedside cognitive testing based on the Edinburgh Cognitive and Behavioural ALS Screen.一种基于爱丁堡认知与行为性肌萎缩侧索硬化症筛查量表,利用眼动追踪技术进行床边认知测试的神经心理学筛查工具的初步研究。
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肌萎缩侧索硬化症认知评估的心理测量特性:一项系统综述
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Brain-computer interfaces for communication and rehabilitation.
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