ReviewBrain : a journal of neurology2019
Neurotechnology-aided interventions for upper limb motor rehabilitation in severe chronic stroke.
Review in Brain : a journal of neurology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04512690 (Spinal Cord Stimulation for Restoration of Arm and Hand Function in People With Subcortical Stroke), which is not on this map. Cited by 104 papers, 9 of them syntheses that pooled 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.
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.
Spinal Cord Stimulation for Restoration of Arm and Hand Function in People With Subcortical Stroke
Who cites it
104 citing papers in PubMed, 9 syntheses or guidelines pooled it, 209 citations in OpenAlex.
- On the correlation between training modalities and recovery stages in poststroke robotic rehabilitation of the upper limb: a systematic review.Journal of neuroengineering and rehabilitation · 2026Pooled it
- Effects of mirror therapy on motor and functional recovery of the upper extremity in subacute stroke: Systematic review and meta-analysis.PM & R : the journal of injury, function, and rehabilitation · 2025Pooled it
- Poststroke eHealth Technologies-Based Rehabilitation for Upper Limb Recovery: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Effects of virtual reality with different modalities on upper limb recovery: a systematic review and network meta-analysis on optimizing stroke rehabilitation.Frontiers in neurology · 2025Pooled it
- Research trends and hotspots of post-stroke upper limb dysfunction: a bibliometric and visualization analysis.Frontiers in neurology · 2024Pooled it
- Transcutaneous electrical acupoint stimulation for upper limb motor recovery after stroke: a systematic review and meta-analysis.Frontiers in aging neuroscience · 2024Pooled it
- Efficacy of Brain-Computer Interface and the Impact of Its Design Characteristics on Poststroke Upper-limb Rehabilitation: A Systematic Review and Meta-analysis of Randomized Controlled Trials.Clinical EEG and neuroscience · 2022Pooled it
- Effectiveness of home-based upper limb rehabilitation in stroke survivors: A systematic review and meta-analysis.Frontiers in neurology · 2022Pooled it
- The effect of non-invasive brain stimulation combined with motor imagery on upper limb motor function and activities of daily living in stroke patients: a systematic review and meta-analysis.Frontiers in neurologyPooled it
- Tai Ji for stroke rehabilitation: a randomized controlled trial on improving upper limb function and cortico-muscular coupling in stroke patients.Journal of neuroengineering and rehabilitation · 2026Trial
- Multisensory BCI promotes motor recovery via high-order network-mediated interhemispheric integration in chronic stroke.BMC medicine · 2025Trial
- Repetitive peripheral magnetic stimulation combined with transcranial magnetic stimulation in rehabilitation of upper extremity hemiparesis following stroke: a pilot study.Journal of rehabilitation medicine · 2024Trial
- Robotic arm training in neurorehabilitation enhanced by augmented reality - a usability and feasibility study.Journal of neuroengineering and rehabilitation · 2023Trial
- Effects of transcutaneous electrical acupoint stimulation on upper-limb impairment after stroke: A randomized, controlled, single-blind trial.Clinical rehabilitation · 2023Trial
- Robotic therapy for the hemiplegic shoulder pain: a pilot study.Journal of neuroengineering and rehabilitation · 2020Trial
- Modulation of human primary motor cortex plasticity during proactive and retroactive interference between motor practice and paired associative stimulation.Experimental brain research · 2026Article
- Article
- Temporal interference stimulation for deep brain neuromodulation in humans.Nature biomedical engineering · 2026Review
- Targeting the posterior thalamic hub: hemispheric-specific encoding of pain-depression comorbidity after hemorrhagic stroke.BMC medicine · 2026Article
- Altered temporal variability-based functional reorganization of brain networks predicts motor outcome after stroke.Journal of neuroengineering and rehabilitation · 2026Article
44 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 6 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Upper limb motor deficits in severe stroke survivors often remain unresolved over extended time periods. Novel neurotechnologies have the potential to significantly support upper limb motor restoration in severely impaired stroke individuals. Here, we review recent controlled clinical studies and reviews focusing on the mechanisms of action and effectiveness of single and combined technology-aided interventions for upper limb motor rehabilitation after stroke, including robotics, muscular electrical stimulation, brain stimulation and brain computer/machine interfaces. We aim at identifying possible guidance for the optimal use of these new technologies to enhance upper limb motor recovery especially in severe chronic stroke patients. We found that the current literature does not provide enough evidence to support strict guidelines, because of the variability of the procedures for each intervention and of the heterogeneity of the stroke population. The present results confirm that neurotechnology-aided upper limb rehabilitation is promising for severe chronic stroke patients, but the combination of interventions often lacks understanding of single intervention mechanisms of action, which may not reflect the summation of single intervention's effectiveness. Stroke rehabilitation is a long and complex process, and one single intervention administrated in a short time interval cannot have a large impact for motor recovery, especially in severely impaired patients. To design personalized interventions combining or proposing different interventions in sequence, it is necessary to have an excellent understanding of the mechanisms determining the effectiveness of a single treatment in this heterogeneous population of stroke patients. We encourage the identification of objective biomarkers for stroke recovery for patients' stratification and to tailor treatments. Furthermore, the advantage of longitudinal personalized trial designs compared to classical double-blind placebo-controlled clinical trials as the basis for precise personalized stroke rehabilitation medicine is discussed. Finally, we also promote the necessary conceptual change from 'one-suits-all' treatments within in-patient clinical rehabilitation set-ups towards personalized home-based treatment strategies, by adopting novel technologies merging rehabilitation and motor assistance, including implantable ones.
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What OpenQuestion holds
Registered trials
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.