ReviewFrontiers in neuroscience2024
Personalized strategies of neurostimulation: from static biomarkers to dynamic closed-loop assessment of neural function.
Review in Frontiers in neuroscience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Acupoints as Neuromodulation Interfaces: Translating Classical Body Maps into Neural Circuit Science.Brain sciences · 2026Review
- logLIRA: a method for reliable suppression of electrical stimulation artifacts enabling short-latency neural response recovery.Journal of neural engineering · 2026Article
- Cognitive biotypes identified through ECG-derived workload and behavioral accuracy.Scientific reports · 2026Article
- Advancing neuroengineering with Neuromorphic Twins.Nature communications · 2026Review
- Editorial: Neuroengineering for health and disease: a multi-scale approach.Frontiers in neuroscience · 2026Article
- Functional ultrasound imaging in preclinical brain stimulation: from multimodal readouts to closed-loop neuromodulation.Frontiers in neuroscience · 2026Review
- Noradrenergic Slow Vasomotion: The Hidden Fluid Pump Linking Sleep, Brain Clearance, and Dementia Pathogenesis.International journal of molecular sciences · 2025Review
- Becoming a Rapid Shooter in a Game Using Embodied Electrical Muscle Stimulation: Development and Usability Study.JMIR serious games · 2025Article
- A comprehensive review on adaptive plasticity and recovery mechanisms post-acquired brain injury.Neuroprotection (Chichester, England) · 2025Review
- AI-Driven Multimodal Brain-State Decoding for Personalized Closed-Loop TENS: A Comprehensive Review.Brain sciences · 2025Review
- Transformer-based long-term predictor of subthalamic beta activity in Parkinson's disease.NPJ Parkinson's disease · 2025Article
- Editorial: Noninvasive brain stimulation: a promising approach to study and improve emotion regulation.Frontiers in behavioral neuroscience · 2025Article
- Impact of ischemic lesion on sleep related connectivity in the sensorimotor cortex.Frontiers in neuroscience · 2025Article
- Individualized functional magnetic resonance imaging neuromodulation enhances visuospatial perception: a proof-of-concept study.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Article
- Integrating music therapy and video games in cognitive interventions: innovative applications of closed-loop EEG.Frontiers in aging neuroscience · 2024Article
- Neurostimulation on lumbosacral nerves as a new treatment for spinal cord injury impairments and its impact on cortical activity: a narrative review.Frontiers in human neuroscience · 2024Review
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Despite considerable advancement of first choice treatment (pharmacological, physical therapy, etc.) over many decades, neurological disorders still represent a major portion of the worldwide disease burden. Particularly concerning, the trend is that this scenario will worsen given an ever expanding and aging population. The many different methods of brain stimulation (electrical, magnetic, etc.) are, on the other hand, one of the most promising alternatives to mitigate the suffering of patients and families when conventional treatment fall short of delivering efficacious treatment. With applications in virtually all neurological conditions, neurostimulation has seen considerable success in providing relief of symptoms. On the other hand, a large variability of therapeutic outcomes has also been observed, particularly in the usage of non-invasive brain stimulation (NIBS) modalities. Borrowing inspiration and concepts from its pharmacological counterpart and empowered by unprecedented neurotechnological advancement, the neurostimulation field has seen in recent years a widespread of methods aimed at the personalization of its parameters, based on biomarkers of the individuals being treated. The rationale is that, by taking into account important factors influencing the outcome, personalized stimulation can yield a much-improved therapy. Here, we review the literature to delineate the state-of-the-art of personalized stimulation, while also considering the important aspects of the type of informing parameter (anatomy, function, hybrid), invasiveness, and level of development (pre-clinical experimentation versus clinical trials). Moreover, by reviewing relevant literature on closed loop neuroengineering solutions in general and on activity dependent stimulation method in particular, we put forward the idea that improved personalization may be achieved when the method is able to track in real time brain dynamics and adjust its stimulation parameters accordingly. We conclude that such approaches have great potential of promoting the recovery of lost functions and enhance the quality of life for patients.
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Registered trials
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