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Influence of age, cognitive function, attention, and mental state on the effectiveness of EEG-based brain-computer interface device use: a systematic review

Crossref DOI link: https://doi.org/10.1186/s12984-025-01813-7

Published Online: 2025-11-27

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Niu, Xinyue

Yuan, Min

Wang, Dong
Funding

Funding for this research was provided by:

Health Commission of Sichuan Province Medical Science and Technology Program (No.24QNMP077)

Sichuan Medical Association Medical Youth Innovation Project (No.Q2024016)
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Text and Data Mining valid from 2025-11-27

Version of Record valid from 2025-12-30
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Article History

Received: 3 February 2025

Accepted: 15 November 2025

First Online: 27 November 2025

Declarations

:

: Not Applicable.

: All authors have approved this manuscript for publication. This manuscript has not previously been published and is nor pending publication elsewhere.

: The authors declare no competing interests.

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