ReviewScience advances2018
Skin-interfaced systems for sweat collection and analytics.
Review in Science advances, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 105 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
105 citing papers in PubMed.
- Hyperbaric oxygen in the artificial intelligence era: integration and innovation.Medical gas research · 2027Review
- Microfluidic valves for wearable sweat analysis: a review.Analytical sciences : the international journal of the Japan Society for Analytical Chemistry · 2026Review
- Preserving Sample, Interface, and Signal Fidelity in Wearable Sweat Electrolyte Monitoring During Exercise.Biosensors · 2026Review
- Self-Powered Triboelectric Biofluid Sensors for Early Disease Screening and Diagnosis: A Review.Nanomaterials (Basel, Switzerland) · 2026Review
- Flexible Multimodal Wearable Biosensors for Continuous Health Monitoring: Recent Advances and Challenges.Biosensors · 2026Review
- Hydrogel-integrated multimodal physiological and modulation systems.Materials horizons · 2026Review
- A wearable biosensing platform for continuous monitoring of inflammatory and metabolic biomarkers for real-time health tracking and personalized care.Bioengineering & translational medicine · 2026Article
- A highly sensitive and multiplexed wireless sensing system with skin-like compliance and stretchability for wearable applications.Science advances · 2025Article
- Noninvasive On-Skin Biosensors for Monitoring Diabetes Mellitus.Nano-micro letters · 2025Review
- Implantable bioelectronics and wearable sensors for kidney health and disease.Nature reviews. Nephrology · 2025Review
- Materials and device strategies to enhance spatiotemporal resolution in bioelectronics.Nature reviews. Materials · 2025Article
- Ultrasensitive piezoelectric-like film with designed cross-scale pores.Science advances · 2025Article
- Deep-Learning-Based Analysis of Electronic Skin Sensing Data.Sensors (Basel, Switzerland) · 2025Review
- Nanofibrous Membrane-Based Stretchable Electrochemical Sweat Sensor for pH Detection.Polymers · 2025Article
- Sub-femtomolar drug monitoring via co-calibration mechanism with nanoconfined DNA probes.Nature communications · 2025Article
- Current Strategies and Future Directions of Wearable Biosensors for Measuring Stress Biochemical Markers for Neuropsychiatric Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Article
- Wearable Biodevices Based on Two-Dimensional Materials: From Flexible Sensors to Smart Integrated Systems.Nano-micro letters · 2025Review
- Sweat, tears, and beyond: advanced wearable sensors for personalized health and athletic performance.Frontiers in bioengineering and biotechnology · 2025Review
- Development and Applications in Intelligent Sports of Hydrogel-Based Triboelectric Nanogenerators.Materials (Basel, Switzerland) · 2024Review
45 more citing papers are in PubMed but not listed here.
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
Recent interdisciplinary advances in materials, mechanics, and microsystem designs for biocompatible electronics, soft microfluidics, and electrochemical biosensors establish the foundations for emerging classes of thin, skin-interfaced platforms capable of capturing, storing, and performing quantitative, spatiotemporal measurements of sweat chemistry, instantaneous local sweat rate, and total sweat loss. This review summarizes scientific and technical progress in this area and highlights the implications in real time and ambulatory modes of deployment during physical activities across a broad range of contexts in clinical health, physiology research, fitness/wellness, and athletic performance.
Indexed as
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.