ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2022
Biomarkers and Detection Platforms for Human Health and Performance Monitoring: A Review.
Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 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
39 citing papers in PubMed.
- Exercise and Sports Metabolomics: Analytical Platforms, Metabolite Annotation, Pathway-Level Interpretation, and Biomarker-Panel Readiness.Metabolites · 2026Review
- Sensitive determination of breast cancer biomarker, CA 15-3, using a label free electrochemical aptasensor based on palladium nanoparticles decorated carbon nanofibers.Scientific reports · 2026Article
- Biosensing of Steroid Hormones with 3D Zinc Oxide Tetrapods.ACS omega · 2026Article
- A quantitative, multimodal wearable bioelectronic device for comprehensive stress assessment and sub-classification.Nature communications · 2026Article
- Convergent Sensing: Integrating Biometric and Environmental Monitoring in Next-Generation Wearables.Biosensors · 2026Review
- In-ear EEG wearables for brain activity assessment and cognitive rehabilitation: the emerging role of multimodal embedded intelligence.Frontiers in human neuroscience · 2026Review
- Human limits in next-generation fighter aviation: psychophysiological stressors, readiness, health, performance, and countermeasures.Frontiers in physiology · 2026Review
- Aptamers-based wearable electrochemical sensors for continuous monitoring of biomarkers in vivo.Microsystems & nanoengineering · 2025Review
- Ultrasensitive detection of amlodipine using plasmonic optical fiber sensors enhanced with graphene oxide and chitosan nanocomposite.Scientific reports · 2025Article
- Review
- Advances in 2D materials for wearable biomonitoring.Materials science & engineering. R, Reports : a review journal · 2025Article
- Recent Progress on the Application of Microneedles for In Situ Sampling in Surface-Enhanced Raman Scattering Detection.Biosensors · 2025Review
- Recent advances in fluorescent nanomaterials designed for biomarker detection and imaging.Materials today. Bio · 2025Review
- Sweat-Sensing Patches with Integrated Hydrogel Interface for Resting Sweat Collection and Multi-Information Detection.Biosensors · 2025Article
- The Role of Long Non-Coding RNA in Anxiety Disorders: A Literature Review.International journal of molecular sciences · 2025Review
- Molecularly Responsive Aptamer-Functionalized Hydrogel for Continuous Plasmonic Biomonitoring.Journal of the American Chemical Society · 2025Article
- Article
- Predictive biomarkers of performance under stress: a two-phase study protocol to develop a wearable monitoring system.BMJ open sport & exercise medicine · 2025Article
- Biomarker detection based on nanoparticle-induced ultrasonic Rayleigh scattering.Microsystems & nanoengineering · 2024Review
- Lateral Flow-Based Skin Patch for Rapid Detection of Protein Biomarkers in Human Dermal Interstitial Fluid.ACS sensors · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
Human health and performance monitoring (HHPM) is imperative to provide information necessary for protecting, sustaining, evaluating, and improving personnel in various occupational sectors, such as industry, academy, sports, recreation, and military. While various commercially wearable sensors are on the market with their capability of "quantitative assessments" on human health, physical, and psychological states, their sensing is mostly based on physical traits, and thus lacks precision in HHPM. Minimally or noninvasive biomarkers detectable from the human body, such as body fluid (e.g., sweat, tear, urine, and interstitial fluid), exhaled breath, and skin surface, can provide abundant additional information to the HHPM. Detecting these biomarkers with novel or existing sensor technologies is emerging as critical human monitoring research. This review provides a broad perspective on the state of the art biosensor technologies for HHPM, including the list of biomarkers and their physiochemical/physical characteristics, fundamental sensing principles, and high-performance sensing transducers. Further, this paper expands to the additional scope on the key technical challenges in applying the current HHPM system to the real field.
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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.