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[Brain computer interface nursing bed control system based on deep learning and dual visual feedback]

Pai Wang1, Xingxing Ji1, Jiali Wang1

  • 1School of Electrical and Control Engineering, Xi 'an University of Science and Technology, Xi 'an 710054, P. R. China.

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi
|October 28, 2025
PubMed
Summary

This study introduces an advanced brain-computer interface for nursing bed control, significantly improving accuracy for patients with severe limb disorders. The new system enhances autonomous interaction capabilities through optimized neural networks and dual visual feedback.

Keywords:
Graph convolutional networkMotor imagery-brain computer interfaceMulti-scale convolutionNursing bed systemVisual feedback

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