ArticleExploration (Beijing, China)2024
Neural interfaces: Bridging the brain to the world beyond healthcare.
Article in Exploration (Beijing, China), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
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
41 citing papers in PubMed.
- Multifunctional material platforms for neural interfaces: active orchestration of dynamic foreign body response across implantation lifetimes.Bioactive materials · 2026Review
- Nanotechnology in Pediatric Neurology: Applications and Innovations.Pharmaceutics · 2026Review
- Total flavonoid- and nerve growth factor-loaded gelatin-genipin hydrogel improves repair after spinal cord injury.Neural regeneration research · 2026Article
- Engineering halogen-doped carbon dots for enhanced bioinspired synapses toward neuromorphic computing and neural interfaces.Materials today. Bio · 2026Article
- Robust Multi-Site ADHD Classification via GraphSAGE-Based Functional Connectivity Modeling from rs-fMRI.Bioengineering (Basel, Switzerland) · 2026Article
- FCAL-Net: a neural network model for speech emotion recognition of guanzhong dialect with multi-dimensional feature fusion.Scientific reports · 2026Article
- Foreign Body Response to Neuroimplantation: Machine Learning-Assisted Quantitative Analysis of Astrogliosis.International journal of molecular sciences · 2026Article
- Automated Discharge Instructions in Medical and Surgical Care: A Systematic Review of Patient Engagement and Clinical Outcomes.Healthcare (Basel, Switzerland) · 2026Review
- Advances in Brain-Computer Interfaces (BCI): Challenges and Opportunities.Biomimetics (Basel, Switzerland) · 2026Article
- Magnetic NeuroRing: a portable adaptive brain-computer interface for real-time transcranial magnetic stimulation in post-stroke motor rehabilitation.npj biomedical innovations · 2026Article
- Integrating contrastive cross-modal attention and stacked GRU for hand function rehabilitation robot control.PloS one · 2026Article
- Editorial: Non invasive BCI for communication.Frontiers in human neuroscience · 2026Article
- The Influence of Hobby Engagement on Cognitive Function Among Older Adults: A Population-Based Cohort Study Using Statistical Analysis and Machine Learning Predictions.Neurology international · 2025Article
- Review
- Evaluation of Reaction Time and Hand-Eye Coordination in Schoolchildren Using Wearable Sensor-Based Systems: A Study with Neural Trainer Devices.Sensors (Basel, Switzerland) · 2025Article
- Machine Learning-Based Comparative Analysis of Subject-Independent EEG Data Classification Across Multiple Meditation and Non-Meditation Sessions.Sensors (Basel, Switzerland) · 2025Article
- Sustained and Enhanced Nucleate Boiling Using Hierarchical Architectures at Large Superheats.Exploration (Beijing, China) · 2025Article
- Organization and Community Usage of a Neuron Type Circuitry Knowledge Base of the Hippocampal Formation.Biomedicines · 2025Article
- Review
- Automated Sleep Stage Classification Using PSO-Optimized LSTM on CAP EEG Sequences.Brain sciences · 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Neural interfaces, emerging at the intersection of neurotechnology and urban planning, promise to transform how we interact with our surroundings and communicate. By recording and decoding neural signals, these interfaces facilitate direct connections between the brain and external devices, enabling seamless information exchange and shared experiences. Nevertheless, their development is challenged by complexities in materials science, electrochemistry, and algorithmic design. Electrophysiological crosstalk and the mismatch between electrode rigidity and tissue flexibility further complicate signal fidelity and biocompatibility. Recent closed-loop brain-computer interfaces, while promising for mood regulation and cognitive enhancement, are limited by decoding accuracy and the adaptability of user interfaces. This perspective outlines these challenges and discusses the progress in neural interfaces, contrasting non-invasive and invasive approaches, and explores the dynamics between stimulation and direct interfacing. Emphasis is placed on applications beyond healthcare, highlighting the need for implantable interfaces with high-resolution recording and stimulation capabilities.
Indexed as
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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.