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Enhancing classification of a large lower-limb motor imagery EEG dataset for BCI in knee pain patients

Abstract Chronic knee osteoarthritis pain significantly impacts patients’ quality of life and motor function. While motor imagery (MI)-based brain-computer interface (BCI) systems have shown promise in rehabilitation, their application to lower-limb conditions, particularly in pain patients, is unde...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Chongwen Zuo, Yi Yin, Haochong Wang, Zhiyang Zheng, Xiaoyan Ma, Yuan Yang, Jue Wang, Shan Wang, Zi-gang Huang, Chaoqun Ye
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2025-08-01
Schriftenreihe:Scientific Data
Online-Zugang:https://doi.org/10.1038/s41597-025-05767-2
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