ReviewACS omega2025
Progress and Strategies of Wearable Sensors in Human Health Monitoring Based on Physiological, Biochemical, and Environmental Signals.
Review in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 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
3 citing papers in PubMed.
- Nanomaterial -enabled flexible sensors for continuous biomedical monitoring and closed-loop intervention.Discover nano · 2026Review
- From Static to Dynamic: The Convergence of Nanomaterials and 3D/4D Bioprinting for Adaptive Wearable Sports Biosensors.Biosensors · 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
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
Flexible wearable sensors, emerging as pivotal tools for health diagnosis and treatment, have garnered significant attention in the present. They facilitate real-time monitoring of human physiological, biochemical, and environmental parameters, demonstrating considerable potential for personalized health monitoring. However, existing literature reviews on wearable sensors predominantly focus on single-signal monitoring. In this paper, the progress of flexible wearable sensors in health monitoring is systematically reviewed, encompassing physiological, biochemical, and environmental signals relevant to human health. Simultaneously, this review provides a comprehensive overview of the design and sensing principles of wearable sensors as well as the strategies for improving their performance. Finally, the development prospects are also discussed, aiming to offer references for the advancement of wearable sensors in health monitoring.
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.