ArticleNpj flexible electronics2022
Multiscale and hierarchical wrinkle enhanced graphene/Ecoflex sensors integrated with human-machine interfaces and cloud-platform.
Article in Npj flexible electronics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 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.
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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.
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Who cites it
20 citing papers in PubMed, 77 citations in OpenAlex.
- Adaptive Conductive Systems: Enabling Deformable Electronics Through Engineered Materials, Circuits, and Intelligent Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Recent Progress on Flexible Electronic Devices Based on Buckled Structures with Polymeric Substrates.Polymers · 2026Review
- AI-Assisted Self-Powered Wearable Dual-Mode Sensor With TENG and Stretchable Optical Fiber for Neurological Disorder Diagnostics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Ion-electron synergy-enhanced flexible highly sensitive wireless sensing system with wide strain range.Microsystems & nanoengineering · 2026Article
- Deep Learning-Based Prediction and Compensation of Performance Degradation in Flexible Sensors.Micromachines · 2026Article
- Hyperelastic Starch Hydrogel Configures Edible and Biodegradable All-Components for Soft Robots.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Sustainable Liquid Metal Composites for Soft Electronics and E-Waste Reduction.Advanced materials (Deerfield Beach, Fla.) · 2026Review
- Environmental and Ecological Monitoring with Biodegradable Technologies.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Skin-Integrated Soft Wearable XR Interfaces for Seamless and Realistic User Experience.Chemical reviews · 2025Review
- Challenges and opportunities in next-generation LED therapeutic devices.Light, science & applications · 2025Review
- Laser-Induced Graphene-Based Strain Sensor Array Integrated into Smart Tires for a Load Perception.Micromachines · 2025Article
- Cloud-Based Control System with Sensing and Actuating Textile-Based IoT Gloves for Telerehabilitation Applications.Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) · 2025Article
- Deployable electronics with enhanced fatigue resistance for crumpling and tension.Science advances · 2025Article
- Atomically thin bioelectronics.Nature reviews. Materials · 2024Article
- Crack-Based Composite Flexible Sensor with Superhydrophobicity to Detect Strain and Vibration.Polymers · 2024Article
- Review of Recent Progress on Silicone Rubber Composites for Multifunctional Sensor Systems.Polymers · 2024Review
- Shape-position perceptive fusion electronic skin with autonomous learning for gesture interaction.Microsystems & nanoengineering · 2024Article
- High-performance flexible strain sensors based on silver film wrinkles modulated by liquid PDMS substrates.RSC advances · 2023Article
- Recent Progress of Tactile and Force Sensors for Human-Machine Interaction.Sensors (Basel, Switzerland) · 2023Review
- An Overview of Flexible Sensors: Development, Application, and Challenges.Sensors (Basel, Switzerland) · 2023Review
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Current state-of-the-art stretchable/flexible sensors have received stringent demands on sensitivity, flexibility, linearity, and wide-range measurement capability. Herein, we report a methodology of strain sensors based on graphene/Ecoflex composites by modulating multiscale/hierarchical wrinkles on flexible substrates. The sensor shows an ultra-high sensitivity with a gauge factor of 1078.1, a stretchability of 650%, a response time of ~140 ms, and a superior cycling durability. It can detect wide-range physiological signals including vigorous body motions, pulse monitoring and speech recognition, and be used for monitoring of human respirations in real-time using a cloud platform, showing a great potential for the healthcare internet of things. Complex gestures/sign languages can be precisely detected. Human-machine interface is demonstrated by using a sensor-integrated glove to remotely control an external manipulator to remotely defuse a bomb. This study provides strategies for real-time/long-range medical diagnosis and remote assistance to perform dangerous tasks in industry and military fields.
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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.