ReviewNeuroRehabilitation2021
Neural plasticity: The substratum of music-based interventions in neurorehabilitation.
Review in NeuroRehabilitation, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 5 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
44 citing papers in PubMed, 5 syntheses or guidelines pooled it, 73 citations in OpenAlex.
- Global trends, research hotspots, and clinical evidence mapping of music therapy interventions for cognitive impairment: a bibliometric and visualization analysis from 2006 to 2026.Frontiers in psychology · 2026Pooled it
- Music intervention for neurodevelopment in the pediatric population: a systematic review and meta-analysis.Scientific reports · 2025Pooled it
- Outcomes of music therapy on children and adolescents with attention-deficit/hyperactivity disorder: a systematic review and meta-analysis.Trends in psychiatry and psychotherapy · 2025Pooled it
- A systematic review: enhancing stroke recovery through complementary interventions-Clinical outcomes and neural activity insights.Frontiers in neuroscience · 2024Pooled it
- The effect of neurologic music therapy in patients with cerebral palsy: A systematic narrative review.Frontiers in neurology · 2022Pooled it
- Randomised active controlled trial examining effects of aerobic exercise, cognitive and music interventions on depression, balance and mobility in schizophrenia.Scientific reports · 2025Trial
- Effect of Tai Chi combined with music therapy on the cognitive function in older adult individuals with mild cognitive impairment.Frontiers in public health · 2025Trial
- Music and mild cognitive impairment: a scoping review.The Gerontologist · 2026Article
- MusicAlzheimer: AI-Powered, Culturally Tailored Digital Music Therapy Prototype for Alzheimer Disease Care.JMIR formative research · 2026Article
- Music-Based Interventions in Childhood Hearing Loss: A Comprehensive Narrative Review.Children (Basel, Switzerland) · 2026Review
- eXCube2: Explainable Brain-Inspired Spiking Neural Network Framework for Emotion Recognition from Audio, Visual and Multimodal Audio-Visual Data.Biomimetics (Basel, Switzerland) · 2026Article
- Polygenic Associations Between Motor Behavior, Neuromotor Traits, and Active Music Engagement in Four Cohorts.Annals of the New York Academy of Sciences · 2026Article
- Robotics and artificial intelligence applications in neurorehabilitation: a bibliometric analysis (2003-2025).Journal of neuroengineering and rehabilitation · 2026Review
- The Effect of Cognitive Training After Heart Valve Surgery: A Systematic Review.Journal of clinical medicine · 2026Review
- Review
- Article
- Effects of Acoustic Environments on Well-Being in Sensory-Vulnerable Populations: A Systematic Review.Journal of multidisciplinary healthcare · 2026Review
- Mechanisms of action and advances in application of music therapy in improving cognitive impairment based on the theory of neuroplasticity.Frontiers in neuroscience · 2026Review
- Creative ForcesFrontiers in psychiatry · 2026Review
- Developing an Equitable Machine Learning-Based Music Intervention for Older Adults At Risk for Alzheimer Disease: Protocol for Algorithm Development and Validation.JMIR research protocols · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundThe plastic nature of the human brain lends itself to experience and training-based structural changes leading to functional recovery. Music, with its multimodal activation of the brain, serves as a useful model for neurorehabilitation through neuroplastic changes in dysfunctional or impaired networks. Neurologic Music Therapy (NMT) contributes to the field of neurorehabilitation using this rationale.
objectiveThe purpose of this article is to present a discourse on the concept of neuroplasticity and music-based neuroplasticity through the techniques of NMT in the domain of neurological rehabilitation.
methodsThe article draws on observations and findings made by researchers in the areas of neuroplasticity, music-based neuroplastic changes, NMT in neurological disorders and the implication of further research in this field.
resultsA commentary on previous research reveal that interventions based on the NMT paradigm have been successfully used to train neural networks using music-based tasks and paradigms which have been explained to have cross-modal effects on sensorimotor, language and cognitive and affective functions.
conclusionsMultimodal gains using music-based interventions highlight the brain plasticity inducing function of music. Individual differences do play a predictive role in neurological gains associated with such interventions. This area deserves further exploration and application-based studies.
Indexed as
Identifiers
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.