Evidence map›Paper›PMID 41608594›Full record

ArticleCyborg and bionic systems (Washington, D.C.)2026

Sensorimotor Integration by Targeted Priming in Muscles with Electromyography-Driven Electro-vibro-feedback in Robot-Assisted Wrist/Hand Rehabilitation after Stroke.

Legeng Lin, Yanhuan Huang, Wanyi Qing, Man-Ting Kuet, Hengtian Zhao, Fuqiang Ye, Wei Rong, Waiming Li, Xiaoling Hu

Abstract read
In one paragraph

Article in Cyborg and bionic systems (Washington, D.C.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Legeng LinDepartment of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR 999077, China.ORCID https://orcid.org/0000-0002-4863-7129
Yanhuan HuangDepartment of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR 999077, China.ORCID https://orcid.org/0000-0001-5270-8594
Wanyi QingDepartment of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR 999077, China.ORCID https://orcid.org/0000-0003-1497-4204
Man-Ting KuetDepartment of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR 999077, China.
Hengtian ZhaoDepartment of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR 999077, China.
Fuqiang YeDepartment of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR 999077, China.ORCID https://orcid.org/0000-0002-7024-2772
Wei RongDepartment of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR 999077, China.
Waiming LiDepartment of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR 999077, China.
Xiaoling HuDepartment of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR 999077, China.ORCID https://orcid.org/0000-0003-3188-3005

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Restoring precise muscular control in the poststroke wrist/hand (W/H) demands sensorimotor integration to correct compensatory neuroplasticity. However, current rehabilitation robots inadequately modulate ascending somatosensory pathways from specific muscles. This study developed an electromyography (EMG)-driven soft robot with electro-vibro-feedback (EVF-robot) for targeted somatosensory priming in W/H muscles. This system integrates (a) focal vibratory stimulation and neuromuscular electrical stimulation for recruiting the somatosensory pathways of the targeted W/H flexors and extensors; (b) an EMG-driven control algorithm for strengthening the voluntary motor control of a driving muscle; and (c) robot assistance to achieve coordinated joint extension and flexion. In a single-arm trial with 20 sessions, 15 chronic stroke participants assisted by the system achieved significant improvements in voluntary W/H behavioral control, somatosensory feedback, and intermuscular coordination in the paretic upper limb (

Identifiers

PMID41608594
PMCPMC12835495

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.