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OpenSampling

2024 · Sensors · open access

Mouthguard-Type Wearable Sensor for Monitoring Salivary Turbidity to Assess Oral Hygiene

Ichikawa et al.

The finding, in our words

A mouthguard-type wearable sensor continuously and wirelessly measures salivary turbidity with results equivalent to a spectrophotometer across a wide dynamic range, enabling remote assessment of oral hygiene.

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

Labels

  1. 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
  2. 2026

    A Noninvasive Method for Dynamic Ovulation Monitoring Based on Memristor

    This study demonstrates that a memristor sensor can identify distinct electrical signatures in saliva and urine corresponding to different ovulation phases, suggesting a potential route for noninvasive home fertility monitoring.

    Chen et al., ACS omega · source ↗

    • wearable
    • multimodal
    • fertility
    • hormones
    • liquid
    • urine
    • saliva
  3. 2026

    Saliva, Sweat, and Exhaled Breath as Alternative Specimens for Exercise Chemistry: Analytical Advantages, Limitations, and Comparative Progress

    This narrative review finds that saliva is best suited to repeated neuroendocrine and metabolic measurements during exercise, sweat is most mature for electrolyte and sweat-rate monitoring with wearable compatibility, and exhaled breath offers access to volatile metabolism but remains instrumentally demanding. Each matrix requires matching to a defined clinical or exercise question with matrix-specific validation before translational use.

    Pang, Biomedical chromatography : BMC (paywalled) · source ↗

    • wearable
    • multimodal
    • sweat
    • metabolome
    • validation
    • saliva
    • biomarkers
  4. 2026

    "Like Taking Part in Star Wars": Qualitative Study Using Thematic Analysis to Explore the Acceptability and Experiences of Older Adults Participating in Remote Longitudinal Sleep and Dementia Research

    Older adults with and without cognitive impairment were motivated to participate in longitudinal remote sleep research, finding it acceptable when device burden was low, usability high, and adequate support enabled routine integration. Varying cognitive task content and allowing timing flexibility reduced fatigue, while diverse recruitment remains needed for equitable representation in decentralised dementia trials.

    Biswas et al., Journal of medical Internet research · source ↗

    • dct
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    • wearable
    • acceptability
    • multimodal
    • rpm
    • cortisol
    • saliva
  5. 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