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sensor electronics module (sem, eq02 equivital data logger)  (Equivital Inc)

 
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    Structured Review

    Equivital Inc sensor electronics module (sem, eq02 equivital data logger)
    Sensor Electronics Module (Sem, Eq02 Equivital Data Logger), supplied by Equivital Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/eq02++sensor+electronics+module/eq02+lifemonitor/pmc08427666-146-6-7
    Average 90 stars, based on 1 article reviews
    sensor electronics module (sem, eq02 equivital data logger) - by Bioz Stars, 2026-10
    90/100 stars

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    Derivative Assay:

    Article Title: Fusing Wearable Biosensors with Artificial Intelligence for Mental Health Monitoring: A Systematic Review
    Article Snippet: (Tutunji et al., 2023) [ ] Passive stress detection, supporting personalized psychiatry , 83 , ❖ Empatica E4 HR, skin conductance (SC), ST, and ACC , ❖ Binary classification ● Generalized linear mixed-effects models (GLMM) with maximal fitting ● Individualized (leave-one-beep-out) and group-based (leave-one-subject-out) models tested ● 29.87% error rate , IW , ● Labels: self-reported stress and affect (EMA, 7-point Likert) ● 6 labels/day per participant (exam and control weeks) ● Monitoring: 2-week continuous ● Prompting: EMA surveys prompted 6 times/day , ● Cross-sectional design limits long-term predictions ● Low accuracy due to real-life stress detection challenges ● Device reliability affected by data noise in daily use ● Small sample and student exam focus limit generalizability. .. (Umer, 2022) [ ] Monitoring physical and mental stress in construction workers , 8 , ❖ Equivital EQ02 Life Monitor vest HR and HRV derived from ECG, ST, breathing rate (BR), and SC , ❖ Multiclass/binary classification ● RUS Boosted Trees, Subspace KNN, and gagged trees ● 94.7% accuracy for simultaneous physical and mental stress monitoring , IL , ● Labels: self-reported physical (RPE) and mental stress (NASA-TLX) ● 2 labels/participant: physical (every 5 min) and mental (pre/post-task) ● Monitoring: 25 min physical (manual handling) + 25 min mental (digits task), repeated over two days , ● Controlled environment limits generalizability to actual construction sites ● Small sample size affects robustness and scalability. .. (Velmovitsky et al., 2022 ) [ ] Using apple watch ECG data for heart rate variability monitoring and stress prediction , 33 , ❖ Apple Watch Series 6 RMSSD, HRV, mean HR, SDNN (standard deviation of R-R intervals), and frequency-domain metrics (e.g., LF/HF ratio) derived from ECG , ❖ Binary classification ● Classical ML, RF, and SVM ● 52% to 64% F1-weighted scores , IW , ● Labels: self-reported stress (DASS-21; single-item Likert) ● 6 labels/participant daily (every 3 h; EMA) ● Monitoring: 2 weeks with Apple Watch (30 s ECG readings) ● Prompting: 6 times/day for ECG and stress questionnaires via mobile health platform , ● Predominantly white female participants limit generalizability ● Real-life data collection introduces noise, reducing accuracy ● Models performed well for “no stress” but poorly for “stress” states.

    other:

    Article Title: Wearables research for continuous monitoring of patient outcomes: A scoping review
    Article Snippet: , Equivital EQ02 + LifeMonitor , 1 (1%).

    Article Title: Detection of Cognitive Performance Deterioration Due to Cold-Air Exposure in Females Using Wearable Electrodermal Activity and Electrocardiogram.
    Article Snippet: Temperature data were transmitted to the Equivital EQ02+ LifeMonitor.

    Article Title: The impact of a commercial lower extremity exoskeleton on metabolic load, perceived exertion, and physiological response to a challenging military relevant task: A randomized cross-over design pilot study
    Article Snippet: During performance heart rate was monitored continuously via the Equivital EQ02+ LifeMonitor and Black Ghost Software (Hidalgo, Cambridge, UK).

    Article Title: Wearables research for continuous monitoring of patient outcomes: A scoping review
    Article Snippet: [ ] , Hawthorne et al., 2022 , UK , Prospective, cohort, observational , No , 31 , N/R , COPD/ respiratory rate, heart rate, skin temperature, physical activity , 6 weeks , Equivital EQ02 + LifeMonitor , Increased heart rate and reduced physical activity were associated with worsening symptoms..

    Article Title: The Effect of Fitness on Performance, Exertion, and Cognition During Simulated Firefighter Occupational Tasks.
    Article Snippet: During the OTA, an EQ02+ LifeMonitor (Equivital EQ02, Hidalgo, Pencoed, UK) was used to measure heart rate, ventilatory rate, and skin temperature and to estimate core temperature.

    Article Title: Detection of Cognitive Performance Deterioration Due to Cold-Air Exposure in Females Using Wearable Electrodermal Activity and Electrocardiogram.
    Article Snippet: Supplemental to these devices, additional ECG signals were also recorded using the Equivital EQ02+ LifeMonitor and associated chest-worn electrodes (Swavessey, UK).

    Article Title: Occupational cold stress and rewarming alters skin temperature thresholds for manual dexterity decrements: An exploratory study.
    Article Snippet: Heart rate was measured using the eq02+ Lifemonitor (Equivital, Hidalgo Ltd., Cambridge, UK) sampling at 256 Hz and proper fitting was ensured per manufacturer's instructions.



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