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2023 · Journal of medical engineering & technology · paywalled

Comparative assessment of blood glucose monitoring techniques: a review

Ahmadian et al.

The finding, in our words

Non-invasive and minimally invasive blood glucose monitoring techniques enable continuous tracking without pain, although traditional invasive methods retain superior accuracy relative to reference blood glucose measurements. Emerging wearable biosensors and alternative matrices such as interstitial fluid, saliva, and sweat offer promising solutions to enhance patient compliance and quality of life.

A paraphrase to the Library’s standard, never the abstract. The source is one link away and is always the authority.

Labels

  1. 2026

    Advances in salivary cortisol monitoring for healthcare applications

    Salivary cortisol is suitable as an adjunctive measure in decentralised monitoring, with lateral-flow assays providing rapid low-cost discrete measurements and wearable platforms enabling higher-frequency collection but facing biofouling and calibration challenges. Suitability requires validation in authentic saliva against reference methods, not merely low detection limits.

    Kok et al., RSC advances (paywalled) · source ↗

    • wearable
    • multimodal
    • sweat
    • blood
    • cortisol
    • interstitial-fluid
    • hormones
    • urine
    • validation
    • saliva
  2. 2018

    Wearable physiological systems and technologies for metabolic monitoring

    Continuous glucose monitoring in interstitial fluid provides diabetes patients with a tool for insulin dosing and diet planning that avoids the pain and inconvenience of fingerstick testing. Wearable sensors can also track lactate, sodium, potassium and hydrogen ions in sweat, and as methods to correlate these with blood concentrations improve, the technology will become valuable for monitoring people under extreme physiological stress.

    Gao et al., Journal of applied physiology (paywalled) · source ↗

    • saliva
    • sweat
    • interstitial-fluid
    • validation
    • wearable
    • cgm
    • multimodal
  3. 2026

    Integrating Microsampling in Human Biomonitoring: Methodologies, Regulatory Frameworks, and Case Study Insights

    This review establishes that microsampling across blood, saliva, urine and stool matrices offers validated workflows and regulatory recognition for human biomonitoring comparable to conventional methods. It finds that these decentralised approaches enhance participant acceptability and enable screening in remote or low-resource settings.

    Rajamani & Poongavanam, Critical reviews in analytical chemistry (paywalled) · source ↗

    • wearable
    • acceptability
    • multimodal
    • sweat
    • blood
    • dbs
    • standards
    • dried
    • serology
    • colorectal
    • pediatric
    • stool
    • liquid
    • urine
    • validation
    • saliva
    • biomarkers
  4. 2026

    AI-Ready Multimodal Wearable Biosensors Beyond Glucose: Biofluid Sampling, Sensor Fusion, and Clinical Translation

    Wearable biochemical monitoring requires a complete measurement chain that integrates quality-controlled biofluid sampling, sensor fusion and metadata capture to convert raw sensor outputs into clinically valid digital biomarkers.

    Kızılkurtlu & Akpek, Biosensors (paywalled) · source ↗

    • wearable
    • multimodal
    • sweat
    • cortisol
    • digital-biomarker
    • interstitial-fluid
    • hormones
    • validation
    • saliva
    • biomarkers
  5. 2026

    Agreement of Over-the-Counter Continuous Glucose Monitors With Capillary-Meter Glucose in Young Adults Without Diabetes

    Over-the-counter continuous glucose monitors demonstrated reasonable agreement with overall capillary blood glucose trends in individuals without diabetes, yielding an overall mean absolute relative difference of 12.9%. However, sensor accuracy decreased following carbohydrate consumption, suggesting caution is required when using these devices for diagnostic cut-offs or exact-value monitoring.

    Prakash et al., Journal of diabetes science and technology (paywalled) · source ↗

    • wearable
    • multimodal
    • cgm
    • blood
    • capillary
    • interstitial-fluid
    • validation