Comparative efficacy of virtual reality, robotics, and brain–computer interface interventions for upper limb rehabilitation after stroke: a systematic review and network meta-analysis

Ruichun Pang, Zhiyin Hu, Chongyang Luo, Zhongxu Liu, Shuna Zhang

Open source

DOI
10.3389/fneur.2026.1882841
Published
2026-09-09
Container
Frontiers in Neurology
Publisher
Frontiers Media SA
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.3389/fneur.2026.1882841,
  title = {Comparative efficacy of virtual reality, robotics, and brain–computer interface interventions for upper limb rehabilitation after stroke: a systematic review and network meta-analysis},
  author = {Ruichun Pang and Zhiyin Hu and Chongyang Luo and Zhongxu Liu and Shuna Zhang},
  year = {2026},
  journal = {Frontiers in Neurology},
  doi = {10.3389/fneur.2026.1882841},
  url = {https://doi.org/10.3389/fneur.2026.1882841}
}

RIS

TY  - JOUR
TI  - Comparative efficacy of virtual reality, robotics, and brain–computer interface interventions for upper limb rehabilitation after stroke: a systematic review and network meta-analysis
AU  - Ruichun Pang
AU  - Zhiyin Hu
AU  - Chongyang Luo
AU  - Zhongxu Liu
AU  - Shuna Zhang
PY  - 2026
JO  - Frontiers in Neurology
DO  - 10.3389/fneur.2026.1882841
UR  - https://doi.org/10.3389/fneur.2026.1882841
ER  - 

APA

Pang, R., Hu, Z., Luo, C., Liu, Z., & Zhang, S. (2026). Comparative efficacy of virtual reality, robotics, and brain–computer interface interventions for upper limb rehabilitation after stroke: a systematic review and network meta-analysis. Frontiers in Neurology. https://doi.org/10.3389/fneur.2026.1882841

Source records