Classification of left and right-hand motor imagery in acute stroke patients using EEG microstate
Differences in EEG microstate features during left and right-hand MI tasks in acute stroke patients may reflect lateralized mechanisms of brain network reorganization. Microstate features hold significant potential for both post-stroke brain function assessment and the optimization of BCI systems. These features could enhance adaptive BCI strategies in acute stroke rehabilitation.
Authors
- Yehong Zhang
- Zhixian Gao (ORCID: https://orcid.org/0000-0003-2818-6671)
- Shiyang Lv (ORCID: https://orcid.org/0009-0004-1044-7372)
- Zongya Zhao (ORCID: https://orcid.org/0000-0002-6282-8001)
- Yi Yu (ORCID: https://orcid.org/0000-0002-8713-6511)
- Ting Pang
- Xuezhi Zhou (ORCID: https://orcid.org/0000-0002-4501-1817)
- Mengsheng Xia
- Xiangying Ran
Institutions
- Henan Medical University (CN)
Publication Details
- Journal
- Journal of NeuroEngineering and Rehabilitation
- Published
- 2025-06-18
- DOI
- https://doi.org/10.1186/s12984-025-01668-y
- Citations
- 7
- Primary Topic
- EEG and Brain-Computer Interfaces
- Type
- article
- Field-Weighted Citation Impact
- 10.02
Funders
- National Natural Science Foundation of China
- Henan University