Innovations in electrodermal activity data collection and signal processing: A systematic review

HF Posada-Quintero, KH Chon - Sensors, 2020 - mdpi.com
The electrodermal activity (EDA) signal is an electrical manifestation of the sympathetic
innervation of the sweat glands. EDA has a history in psychophysiological (including …

Detecting emotions through electrodermal activity in learning contexts: A systematic review

A Horvers, N Tombeng, T Bosse, AW Lazonder… - Sensors, 2021 - mdpi.com
There is a strong increase in the use of devices that measure physiological arousal through
electrodermal activity (EDA). Although there is a long tradition of studying emotions during …

[HTML][HTML] FLIRT: A feature generation toolkit for wearable data

S Föll, M Maritsch, F Spinola, V Mishra, F Barata… - Computer Methods and …, 2021 - Elsevier
Abstract Background and Objective: Researchers use wearable sensing data and machine
learning (ML) models to predict various health and behavioral outcomes. However, sensor …

Outdoor worker stress monitoring electronics with nanofabric radiative cooler‐based thermal management

H Kim, YJ Yoo, JH Yun, SY Heo… - Advanced Healthcare …, 2023 - Wiley Online Library
Severe stress endangers outdoor workers who are in an exceedingly hot workplace.
Although recent studies quantify stress levels on the human skin, they still rely on rigid, bulky …

Physiological characterization of electrodermal activity enables scalable near real-time autonomic nervous system activation inference

R Amin, RT Faghih - PLoS computational biology, 2022 - journals.plos.org
Electrodermal activities (EDA) are any electrical phxenomena observed on the skin. Skin
conductance (SC), a measure of EDA, shows fluctuations due to autonomic nervous system …

Current trends and opportunities in the methodology of electrodermal activity measurement

C Tronstad, M Amini, DR Bach… - Physiological …, 2022 - iopscience.iop.org
Electrodermal activity (EDA) has been measured in the laboratory since the late 1800s.
Although the influence of sudomotor nerve activity and the sympathetic nervous system on …

Convolutional neural network based emotion classification using electrodermal activity signals and time-frequency features

N Ganapathy, YR Veeranki, R Swaminathan - Expert Systems with …, 2020 - Elsevier
In this work, an attempt has been made to classify emotional states using Electrodermal
Activity (EDA) signals and Convolutional Neural Network (CNN) learned features. The EDA …

Electrodermal activity for measuring cognitive and emotional stress level

ON Rahma, AP Putra, A Rahmatillah… - Journal of Medical …, 2022 - journals.lww.com
Stress can lead to harmful conditions in the body, such as anxiety disorders and depression.
One of the promising noninvasive methods, which has been widely used in detecting stress …

Innovative IoT solutions and wearable sensing systems for monitoring human biophysical parameters: A review

R De Fazio, M De Vittorio, P Visconti - Electronics, 2021 - mdpi.com
Digital and information technologies are heavily pervading several aspects of human
activities, improving our life quality. Health systems are undergoing a real technological …

[HTML][HTML] Exploring digital biomarkers of illness activity in mood episodes: hypotheses generating and model development study

G Anmella, F Corponi, BM Li, A Mas… - JMIR mHealth and …, 2023 - mhealth.jmir.org
Background: Depressive and manic episodes within bipolar disorder (BD) and major
depressive disorder (MDD) involve altered mood, sleep, and activity, alongside …