Smart devices and wearable technologies to detect and monitor mental health conditions and stress: A systematic review

BA Hickey, T Chalmers, P Newton, CT Lin, D Sibbritt… - Sensors, 2021 - mdpi.com
Recently, there has been an increase in the production of devices to monitor mental health
and stress as means for expediting detection, and subsequent management of these …

Stress detection using ECG and EMG signals: A comprehensive study

S Pourmohammadi, A Maleki - Computer methods and programs in …, 2020 - Elsevier
Abstract Background and Objective In recent years, stress and mental health have been
considered as important worldwide concerns. Stress detection using physiological signals …

Stress detection through wrist-based electrodermal activity monitoring and machine learning

L Zhu, P Spachos, PC Ng, Y Yu, Y Wang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Stress is an inevitable part of modern life. While stress can negatively impact a person's life
and health, positive and under-controlled stress can also enable people to generate creative …

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 …

Toward robust stress prediction in the age of wearables: Modeling perceived stress in a longitudinal study with information workers

BM Booth, H Vrzakova, SM Mattingly… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Given the widespread adverse outcomes of stress–exacerbated by the current pandemic–
wearable sensing provides unique opportunities for automated stress tracking to inform well …

Wearables measuring electrodermal activity to assess perceived stress in care: a scoping review

A Klimek, I Mannheim, G Schouten… - Acta …, 2023 - cambridge.org
Background: Chronic stress responses can lead to physical and behavioural health
problems, often experienced and observed in the care of people with intellectual disabilities …

The feasibility of wearable and self-report stress detection measures in a semi-controlled lab environment

S Aristizabal, K Byun, N Wood, AF Mullan… - IEEE …, 2021 - ieeexplore.ieee.org
Workplace-related stressors, economic strain, and lack of access to educational and basic
needs have exacerbated feelings of stress in the United States. Ongoing stress can result in …

[HTML][HTML] Artificial intelligence empowering research on loneliness, depression and anxiety-using Covid-19 as an opportunity

Q Zheng, F Liu, S Xu, J Hu, H Lu, T Liu - Journal of Safety Science and …, 2023 - Elsevier
The COVID-19 pandemic has had a profound impact on public mental health, leading to a
surge in loneliness, depression, and anxiety. And these public psychological issues …

An integrated human stress detection sensor using supervised algorithms

A Mohammadi, M Fakharzadeh… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
This paper adopts a holistic approach to stress detection issues in software and hardware
phases and aims to develop and evaluate a specific low-power and low-cost sensor using …

Multimodal physiological signals and machine learning for stress detection by wearable devices

L Zhu, P Spachos, S Gregori - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Wearable technology is growing in popularity, and wearable devices, such as smartwatches,
are used in many applications, from fitness tracking and activity recognition to health …