ArticleArchives of rehabilitation research and clinical translation2021
Electromyography Recordings Detect Muscle Activity Before Observable Contractions in Acute Stroke Care.
Article in Archives of rehabilitation research and clinical translation, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06574737 (Use of Surface Electromyography as a Tools to Predict Upper Extremity Recovery Function After Stroke), which is not on this map. Cited by 7 papers.
What it found
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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.
Use of Surface Electromyography as a Tools to Predict Upper Extremity Recovery Function After Stroke
Who cites it
7 citing papers in PubMed, 8 citations in OpenAlex.
- Article
- Automated EMG-Based Classification of Upper Extremity Motor Impairment Levels in Subacute Stroke.Sensors (Basel, Switzerland) · 2025Article
- Time Series Analysis of Muscle Deformation During Physiotherapy Using Optical Wearable Sensors.Sensors (Basel, Switzerland) · 2025Article
- Clinical Features to Predict the Use of a sEMG Wearable Device (REMOInternational journal of environmental research and public health · 2023Article
- Rehabilitation of motor function after stroke: A bibliometric analysis of global research from 2004 to 2022.Frontiers in aging neuroscience · 2022Review
- Muscle Activity After Stroke: Perspectives on Deploying Surface Electromyography in Acute Care.Frontiers in neurology · 2020Article
- Efficacy of infrared irradiation at predefined acupoints combined with task-oriented training as a rehabilitation strategy in cerebral infarction patients with hemiplegia.Frontiers in neurologyArticle
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
objectiveTo evaluate muscle activity in the arms of adult stroke survivors with limited or no arm movement during acute care.
designProspective observational study.
settingAcute care regional stroke center.
participantsWe recruited adults (N=21) who had a stroke within the previous 5 days who were admitted to a level 1 trauma hospital and had a National Institutes of Health Stroke Scale score >1 for arm function at the time of recruitment. A total of 21 adults (13 men, 8 women) with an average age of 60±15 years were recruited an average of 3±1 days after their stroke. Eleven (7 men, 4 women; age, 56±11y) had no observable or palpable arm muscle activity (Manual Muscle Test [MMT]=0) and 10 (6 men, 4 women; age, 64±1y) had detectable activity (MMT>0).
interventionsDual mode sensors (electromyography and accelerometry) were placed on the anterior deltoid, biceps, triceps, wrist extensors, and wrist flexors of the impaired arm.
main outcome measuresThe number of muscle contractions, as well as average duration, amplitude, and co-contraction patterns were evaluated for each participant.
resultsMuscle contractions were observed in all 5 muscles for all participants using electromyography (EMG) recordings. Contractions were easily identified from 30 minutes of monitoring for participants with an MMT >0, but up to 3 hours of monitoring was required for participants with an MMT=0 to detect contractions in all 5 muscles during standard care. Only the wrist extensors demonstrated significantly larger amplitude contractions for participants with an MMT>0 than those with an MMT=0. Co-contraction was rare, involving less than 10% of contractions. Co-contraction of 2 muscles most commonly aligned with the flexor synergy pattern commonly observed after stroke. For participants with an MMT=0, the number of contractions and maximum amplitude were moderately correlated with MMT scores at follow-up.
conclusionsMuscle activity was detected with surface EMG recordings during standard acute care, even for individuals with no observable activity by clinical examination. Wearable sensors may be useful for monitoring early muscle activity and movement after stroke.
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Registered trials
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