ReviewACS sensors2024
Current On-Skin Flexible Sensors, Materials, Manufacturing Approaches, and Study Trends for Health Monitoring: A Review.
Review in ACS sensors, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 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
29 citing papers in PubMed.
- Nanomaterial -enabled flexible sensors for continuous biomedical monitoring and closed-loop intervention.Discover nano · 2026Review
- Intelligent Sensing Gloves Enabled by Liquid Metal Atomized Spraying for Shared Human-Machine Interaction.Small methods · 2026Article
- A Structurally Robust Framework for Intelligent Graphene Thermometry via Few-Shot Transfer Learning and Algorithm-Hardware Co-Design.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- Self-powered intelligence for personalized healthcare.National science review · 2026Review
- Nanostructured electrode materials and flexible-substrate engineering for wearable multi-analyte biosensors in diabetes monitoring and personalized care: a comprehensive review.Journal of materials science. Materials in medicine · 2026Review
- Flexible Pressure Sensor With Multi-Stage Microdome Structure Enabling Ultra-Wide Linear Range and High Sensitivity for Wearable Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Deep Learning-Based Prediction and Compensation of Performance Degradation in Flexible Sensors.Micromachines · 2026Article
- AI-Enabled Flexible Sensing Ecosystems for Parkinson's Disease: Advancing Digital Biomarkers and Closed-Loop Interventions.Sensors (Basel, Switzerland) · 2026Review
- Electronic Skins for Advanced Wound Healing: Biomimetic Thermoregulation and Bioelectrically Active Systems.Polymers · 2026Review
- Multifunctional E-Tattoos Based on Electrospun PVBVA Fibers Coated with TiAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Adaptable thermoresponsive polymer for long-term electrical coupling in plant electrophysiology monitoring.Science advances · 2026Article
- Flexible Polymer-Based Electronics for Human Health Monitoring: A Safety-Level-Oriented Review of Materials and Applications.Nano-micro letters · 2026Review
- Smart patches for healthcare industry: a review of emerging technologies, challenges, and developmental opportunities.Biomedical engineering online · 2026Review
- Dry-Transferred MoSSensors (Basel, Switzerland) · 2026Article
- Metallic Flexible NiTi Wire Microcrack Transducer for Label-Free Impedimetric Sensing ofBiosensors · 2026Article
- Wearable nanopatch platforms for real-time miRNA sensing and editing: a vision for next-generation cancer management.Medical oncology (Northwood, London, England) · 2025Review
- Ultrahigh-Response Humidity Sensor Arrays Based on a Graphene/Polymer Composite for Contactless Gesture Monitoring.ACS materials Au · 2025Article
- Prestrain-Enabled Stretchable and Conductive Aerogel Fibers.Polymers · 2025Article
- Recent Progress in Flexible Wearable Sensors for Real-Time Health Monitoring: Materials, Devices, and System Integration.Micromachines · 2025Review
- Covalent Attachment Strategies of Molecular Electrochromes for Enhancing Electrochromic Performance.ChemPlusChem · 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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Due to an ever-increasing amount of the population focusing more on their personal health, thanks to rising living standards, there is a pressing need to improve personal healthcare devices. These devices presently require laborious, time-consuming, and convoluted procedures that heavily rely on cumbersome equipment, causing discomfort and pain for the patients during invasive methods such as sample-gathering, blood sampling, and other traditional benchtop techniques. The solution lies in the development of new flexible sensors with temperature, humidity, strain, pressure, and sweat detection and monitoring capabilities, mimicking some of the sensory capabilities of the skin. In this review, a comprehensive presentation of the themes regarding flexible sensors, chosen materials, manufacturing processes, and trends was made. It was concluded that carbon-based composite materials, along with graphene and its derivates, have garnered significant interest due to their electromechanical stability, extraordinary electrical conductivity, high specific surface area, variety, and relatively low cost.
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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.