ReviewNature2024
Applied body-fluid analysis by wearable devices.
Review in Nature, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 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
81 citing papers in PubMed.
- A Geometrically Transient Platform for Bioelectronic Implants.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Promotion of long-term health in early life.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- A full-range sweat rate sensor with superhydrophobic heterophase shunt for psychology, skin health and body dehydration evaluating.Science advances · 2026Article
- Chemical-Sensing Catheters for Long-Term and Personalized Therapeutic Management.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Spiderweb-inspired electronically conductive hygroscopic adhesive for chronic bioelectronic interface.Science advances · 2026Article
- Decoupling mechanical strain in microneedle biointerfaces.Nature nanotechnology · 2026Article
- AI-Ready Multimodal Wearable Biosensors Beyond Glucose: Biofluid Sampling, Sensor Fusion, and Clinical Translation.Biosensors · 2026Review
- Interfacial amplifier: High-throughput visual protein detection via droplet dynamics.Science advances · 2026Article
- Materials-Structure-Hardware-Algorithm Co-Driven Hierarchical Optimization for Flexible Sensors.Nano-micro letters · 2026Review
- Wearable Electronics for Precision Diagnosis Through Advanced Manufacturing and Integration.Nano-micro letters · 2026Review
- A Supramolecular Reversible and Anisotropic Conductive Adhesive for Flexible Electronics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Dual-Interfacial Engineering Enabled by a ZnAdvanced materials (Deerfield Beach, Fla.) · 2026Article
- Improving multimodal wearable sensing for healthcare with artificial intelligence.Nature biotechnology · 2026Article
- A Portable and Dual-Button Microneedle Device Enables Intelligent Multimodal Laser Sensing.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Inflammation-triggered sensing and miRNA immunotherapy with a wireless battery-free hydrogel bioelectronic patch.National science review · 2026Article
- Advances and Challenges in Wearable Sensors for Health Monitoring.ACS applied materials & interfaces · 2026Review
- Nanomaterial-Enabled Fiber-Optic SPR Biosensor for Continuous and Noninvasive Body Fluid Monitoring:Progress and Prospects.Nanomaterials (Basel, Switzerland) · 2026Review
- Strain-isolated microneedles for ambulatory hormonal and metabolic monitoring.Nature nanotechnology · 2026Article
- Multimodal, wearable sensors with tactile communication capabilities for human and robotic applications.Device · 2026Article
- Multi-Mode Integrated Bioinspired Electronic Tongue for Point-of-Care Tear Diagnosis.Biosensors · 2026Article
21 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
17 authors.
Funding
Abstract
Wearable sensors are a recent paradigm in healthcare, enabling continuous, decentralized, and non- or minimally invasive monitoring of health and disease. Continuous measurements yield information-rich time series of physiological data that are holistic and clinically meaningful. Although most wearable sensors were initially restricted to biophysical measurements, the next generation of wearable devices is now emerging that enable biochemical monitoring of both small and large molecules in a variety of body fluids, such as sweat, breath, saliva, tears and interstitial fluid. Rapidly evolving data analysis and decision-making technologies through artificial intelligence has accelerated the application of wearables around the world. Although recent pilot trials have demonstrated the clinical applicability of these wearable devices, their widespread adoption will require large-scale validation across various conditions, ethical consideration and sociocultural acceptance. Successful translation of wearable devices from laboratory prototypes into clinical tools will further require a comprehensive transitional environment involving all stakeholders. The wearable device platforms must gain acceptance among different user groups, add clinical value for various medical indications, be eligible for reimbursements and contribute to public health initiatives. In this Perspective, we review state-of-the-art wearable devices for body-fluid analysis and their translation into clinical applications, and provide insight into their clinical purpose.
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.