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Empatica Inc wrist-worn device empatica e4
Wrist Worn Device Empatica E4, supplied by Empatica 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/wrist-worn+device+empatica+e4/empatica+e4/pm40598482-176-6-8
Average 90 stars, based on 1 article reviews
wrist-worn device empatica e4 - by Bioz Stars, 2026-09
90/100 stars

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Article Title: SmartSocks: a new data collection paradigm for dementia and other neurological disorders
Article Snippet: Firstly, the acceptance and concern ratings for a foot‐worn device, SmartSocks, wrist‐worn devices, Empatica E4 and Shimmer GSR+, and chest‐worn device, Equivital within a healthy population (N = 10) were assessed with a self‐report questionnaire.

Article Title: Feasibility and adherence to ecological momentary assessment among community-dwelling adults with suicide risk
Article Snippet: A previous study used a different wrist-worn device (Empatica E4) in which the event marker was also pressed to measure distressed feelings; the average adherence rate was 9.74 days per participants and 95.3% in all days [ ]; thus, it was similar to our results.

Article Title: A deep learning approach to stress recognition through multimodal physiological signal image transformation
Article Snippet: The wrist-worn device was an Empatica E4 , which records BVP, EDA, TEMP, and ACC at 64 Hz, 4 Hz, 4 Hz, and 32 Hz, respectively.

Article Title: Muscle relaxation enhances motor imagery capacity in people with anxiety: A randomized clinical trial.
Article Snippet: EDA and HRV were measured using the Empatica E4 wrist-worn device (Empatica, Milan, Italy).

Article Title: Feasibility and adherence to ecological momentary assessment among community-dwelling adults with suicide risk.
Article Snippet: A previous study used a different wrist-worn device (Empatica E4) in which the event marker was also pressed to measure distressed feelings; the average adherence rate was 9.74 days per participants and 95.3% in all days [6]; thus, it was similar to our results.

Article Title: Stress detection with encoding physiological signals and convolutional neural network
Article Snippet: Stress is a significant and growing phenomenon in the modern world that leads to numerous health problems.. Robust and non-invasive method developments for early and accurate stress detection are crucial in enhancing people’s quality of life.. Previous researches show that using machine learning approaches on physiological signals is a reliable stress predictor by achieving significant results.

Activity Assay:

Article Title: Towards Transparent Deep Learning in Medicine: Feature Contribution and Attention Mechanism-Based Explainability
Article Snippet: .. Data were collected from both a wrist-worn (Empatica E4) and a chest-worn (RespiBAN) device, encompassing 11 attributes such as 3D acceleration, electrocardiogram (ECG), respiration, blood volume pulse (BVP), electrodermal activity (EDA), and body temperature. ..

Article Title: Reliable Contactless Monitoring of Heart Rate, Breathing Rate, and Breathing Disturbance During Sleep in Aging: Digital Health Technology Evaluation Study.
Article Snippet: .. Empatica E4 (Empatica Srl), a wrist-worn device that collects activity and photoplethysmography, was also deployed during the laboratory session, and our evaluation of this device is reported elsewhere [26]. ..



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https://www.bioz.com/product/wrist-worn+device+empatica+e4/empatica+e4/pm40598482-176-6-8
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