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Empatica Inc wrist device type sensor empatica e4
Details of experimental equipment
Wrist Device Type Sensor 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/sensor+devices+empatica+e4/empatica+e4/pmc09673224-9-5-5
Average 90 stars, based on 1 article reviews
wrist device type sensor empatica e4 - by Bioz Stars, 2026-11
90/100 stars

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1) Product Images from "Distraction detection of lectures in e-learning using machine learning based on human facial features and postural information"

Article Title: Distraction detection of lectures in e-learning using machine learning based on human facial features and postural information

Journal: Artificial Life and Robotics

doi: 10.1007/s10015-022-00809-z

Details of experimental equipment
Figure Legend Snippet: Details of experimental equipment

Techniques Used:

Related Articles

other:

Article Title: Human Contributions to Safety Data Testbed Flight Simulation Study: Data Methods, Processing, and Quality
Article Snippet: The Empatica device resulted in the lowest overall collection rate according to Fig. .

Article Title: The Impact of Domain Shift on Predicting Perceived Sleep Quality from Wearables.
Article Snippet: The dataset includes sensor data collected using the Empatica E4 wristband, along with self-reports about the previous sleep session including bedtime, wake-up time, awakening, and perceived sleep quality.

Article Title: The Impact of Domain Shift on Predicting Perceived Sleep Quality from Wearables.
Article Snippet: They wear one Empatica E4 on their left wrist and one on the right wrist, every night.

Article Title: The Impact of Domain Shift on Predicting Perceived Sleep Quality from Wearables.
Article Snippet: In our experiments, we rely on sensor signals collected from the Empatica E4 wristband: heart rate (HR), inter-beat interval (IBI), ST, and ACC signals.

Activity Assay:

Article Title: The Impact of Domain Shift on Predicting Perceived Sleep Quality from Wearables.
Article Snippet: Participants are asked to wear one fingerworn wearable device and two wrist-worn wearable devices for 30 consecutive nights: the Oura ring (Gen. 3) (https://ouraring.com/product/rings), (accessed on 17 June 2025) which measures sleep parameters with a Photoplethysmography (PPG) sensor, and two Empatica E4 (https://www.empatica.com/en-gb/research/e4/) (accessed on 17 June 2025) wristbands, one on each wrist. .. The Empatica E4 is a research-grade device equipped with four sensors: electrodermal activity (EDA), an accelerometer (ACC), skin temperature (ST), and PPG sensors [36]. ..

Article Title: Human Contributions to Safety Data Testbed Flight Simulation Study: Data Methods, Processing, and Quality
Article Snippet: Pilots were also outfitted with a smart watch that measured galvanic skin response, skin temperature, and heart rate (E4; Empatica, MA, USA; https://www.empatica.com/research/e4/ ). .. The Empatica device sampled different data at different frequencies; The accelerometer sampled at 32 Hz, the electrodermal activity (EDA) at 4 Hz, the temperature at 1 Hz, and the Inter-beat Intervals (IBI) at 64 Hz. ..



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Details of experimental equipment

Journal: Artificial Life and Robotics

Article Title: Distraction detection of lectures in e-learning using machine learning based on human facial features and postural information

doi: 10.1007/s10015-022-00809-z

Figure Lengend Snippet: Details of experimental equipment

Article Snippet: Wrist device type sensor , Empatica E4 , EDA.

Techniques: