ArticleMicrosystems & nanoengineering2023
Stretchable and durable HD-sEMG electrodes for accurate recognition of swallowing activities on complex epidermal surfaces.
Article in Microsystems & nanoengineering, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 17 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
17 citing papers in PubMed, 33 citations in OpenAlex.
- Wearable Sensing for Clinical Physiology Monitoring: Emerging Paradigms.Physiology (Bethesda, Md.) · 2026Review
- Mechanical Training-Induced Restructuring Enables Self-Extendability and Mechanical Consistency in Organohydrogels.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- Highly stretchable and conformal bioinspired kirigami structural epidermal electrodes for ECG recording during daily activities.Microsystems & nanoengineering · 2026Article
- Research Progress of LaMicromachines · 2026Review
- Microinterventional in-sensor computing system for real-time metabolic health assessment.Nature communications · 2026Article
- Wearable Hybrid Strain-Myoelectric Sensing System for Machine-Learning-Assisted Sarcopenia Screening.Small science · 2026Article
- Accurate and Noninvasive Dysphagia Assessment via a Soft High-Density sEMG Electrode Array Conformal to the Submental and Infrahyoid Muscles.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Digital health technology for Parkinson's disease with comprehensive monitoring and artificial intelligence-enabled haptic biofeedback for bulbar dysfunction.Journal of Parkinson's disease · 2025Article
- Biointegration of soft tissue-inspired hydrogels on the chorioallantoic membrane: An experimental characterization.Materials today. Bio · 2025Article
- Preliminary Study on Wearable Smart Socks with Hydrogel Electrodes for Surface Electromyography-Based Muscle Activity Assessment.Sensors (Basel, Switzerland) · 2025Article
- 3D printable and myoelectrically sensitive hydrogel for smart prosthetic hand control.Microsystems & nanoengineering · 2025Article
- Multimodal deep ensemble classification system with wearable vibration sensor for detecting throat-related events.NPJ digital medicine · 2025Article
- Article
- MRI and CT compatible asymmetric bilayer hydrogel electrodes for EEG-based brain activity monitoring.Microsystems & nanoengineering · 2024Article
- Advancements and Challenges in Non-Invasive Sensor Technologies for Swallowing Assessment: A Review.Bioengineering (Basel, Switzerland) · 2024Review
- Surface EMG in China: a report on the 2023 surface EMG symposium.Frontiers in rehabilitation sciences · 2024Article
- Correction: Stretchable and durable HD-sEMG electrodes for accurate recognition of swallowing activities on complex epidermal surfaces.Microsystems & nanoengineering · 2023Article
Corrections and comments
- Erratum issued
Authors and funding
9 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Surface electromyography (sEMG) is widely used in monitoring human health. Nonetheless, it is challenging to capture high-fidelity sEMG recordings in regions with intricate curved surfaces such as the larynx, because regular sEMG electrodes have stiff structures. In this study, we developed a stretchable, high-density sEMG electrode array via layer-by-layer printing and lamination. The electrode offered a series of excellent human‒machine interface features, including conformal adhesion to the skin, high electron-to-ion conductivity (and thus lower contact impedance), prolonged environmental adaptability to resist water evaporation, and epidermal biocompatibility. This made the electrode more appropriate than commercial electrodes for long-term wearable, high-fidelity sEMG recording devices at complicated skin interfaces. Systematic in vivo studies were used to investigate its ability to classify swallowing activities, which was accomplished with high accuracy by decoding the sEMG signals from the chin via integration with an ear-mounted wearable system and machine learning algorithms. The results demonstrated the clinical feasibility of the system for noninvasive and comfortable recognition of swallowing motions for comfortable dysphagia rehabilitation.
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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.