ReviewRSC advances2025
Recent advancements in wearable sensors: integration with machine learning for human-machine interaction.
Review in RSC advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 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
15 citing papers in PubMed.
- Review
- Artificial Intelligence-Powered One Health: A Predictive Framework for Managing Persistent Chemical Threats across Human, Animal, and Environmental Systems.Global challenges (Hoboken, NJ) · 2026Review
- One-Dimensional Position Detection Using a Cable Piezoelectric Sensor.Sensors (Basel, Switzerland) · 2026Article
- Wearable sensors for respiratory protection in occupational settings.Journal of safety research · 2026Review
- Seamless Human-Computer Interaction Enabled by Wearable Biointerfaces and Intelligent Systems.Biomimetics (Basel, Switzerland) · 2026Review
- A time-stamping tactile sensor enabled by pseudoconductive interface design at dielectric heterojunctions.Science advances · 2026Article
- Geometrically Optimized FDM-Printed Conductive TPU Bend Sensors for Hand Rehabilitation.Sensors (Basel, Switzerland) · 2026Article
- Universal High-Resolution Copper Patterning on Diverse Substrates via Sequential Laser-Induced Transfer and Electroless Plating.Micromachines · 2026Article
- ROS 4 healthcare: a framework for physiological human sensing for social, assistive, rehabilitation, and medical robotics.Frontiers in robotics and AI · 2026Article
- Advancing Wearable Technologies with Hydrogels: Innovations and Future Perspectives.Gels (Basel, Switzerland) · 2025Review
- Powering the future: emerging role and mechanistic insights of polyoxometalates in piezo- and triboelectric energy materials.RSC advances · 2025Review
- Recent Advances in Conductive Composite Hydrogels for Electronic Skin Applications.Gels (Basel, Switzerland) · 2025Review
- Advancements in Wearable and Implantable BioMEMS Devices: Transforming Healthcare Through Technology.Micromachines · 2025Review
- Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Wearable sensors have emerged as a transformative technology, enabling real-time monitoring and advanced functionality in various fields, including healthcare, human-machine interaction, and environmental sensing. This review provides a comprehensive overview of the latest advancements in wearable sensor technologies, focusing on innovations in sensor design, material flexibility, and integration with machine learning. We explore the feasibility of wearable electronics in achieving high-performance, flexible devices and discuss their potential to enhance human-machine interactions through intelligent data processing and decision-making. The combination of wearable electronics and machine learning offers immense potential for applications requiring real-time responsiveness and advanced analytics. By analyzing recent developments of sensors, this review aims to inspire further innovations in this rapidly evolving field, paving the way for the next generation of wearable technologies.
Identifiers
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.