Screening for Cognitive Function in Complete Immobility Using Brain–Machine Interfaces: A Proof of Principle Study
Background: 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...
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2018-08-01
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doaj-058b95c7737049aeac82ca4cbed9ca7c2020-11-24T22:21:34ZengFrontiers Media S.A.Frontiers in Neuroscience1662-453X2018-08-011210.3389/fnins.2018.00517374788Screening for Cognitive Function in Complete Immobility Using Brain–Machine Interfaces: A Proof of Principle StudyDorothée LuléKatharina HörnerCynthia VazquezHelena Aho-ÖzhanJürgen KellerMartin GorgesIngo UttnerAlbert C. LudolphBackground: 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.Methods:N = 40 healthy subjects were included in the study. For proof of principle, N = 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.Results: 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.Discussion/Conclusion: 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.https://www.frontiersin.org/article/10.3389/fnins.2018.00517/fullbrain–machine interfacebrain–computer interfacecognitionECASneuropsychologyP300 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Dorothée Lulé Katharina Hörner Cynthia Vazquez Helena Aho-Özhan Jürgen Keller Martin Gorges Ingo Uttner Albert C. Ludolph |
spellingShingle |
Dorothée Lulé Katharina Hörner Cynthia Vazquez Helena Aho-Özhan Jürgen Keller Martin Gorges Ingo Uttner Albert C. Ludolph Screening for Cognitive Function in Complete Immobility Using Brain–Machine Interfaces: A Proof of Principle Study Frontiers in Neuroscience brain–machine interface brain–computer interface cognition ECAS neuropsychology P300 |
author_facet |
Dorothée Lulé Katharina Hörner Cynthia Vazquez Helena Aho-Özhan Jürgen Keller Martin Gorges Ingo Uttner Albert C. Ludolph |
author_sort |
Dorothée Lulé |
title |
Screening for Cognitive Function in Complete Immobility Using Brain–Machine Interfaces: A Proof of Principle Study |
title_short |
Screening for Cognitive Function in Complete Immobility Using Brain–Machine Interfaces: A Proof of Principle Study |
title_full |
Screening for Cognitive Function in Complete Immobility Using Brain–Machine Interfaces: A Proof of Principle Study |
title_fullStr |
Screening for Cognitive Function in Complete Immobility Using Brain–Machine Interfaces: A Proof of Principle Study |
title_full_unstemmed |
Screening for Cognitive Function in Complete Immobility Using Brain–Machine Interfaces: A Proof of Principle Study |
title_sort |
screening for cognitive function in complete immobility using brain–machine interfaces: a proof of principle study |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Neuroscience |
issn |
1662-453X |
publishDate |
2018-08-01 |
description |
Background: 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.Methods:N = 40 healthy subjects were included in the study. For proof of principle, N = 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.Results: 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.Discussion/Conclusion: 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. |
topic |
brain–machine interface brain–computer interface cognition ECAS neuropsychology P300 |
url |
https://www.frontiersin.org/article/10.3389/fnins.2018.00517/full |
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