A review on mental stress assessment methods using EEG signals

R Katmah, F Al-Shargie, U Tariq, F Babiloni… - Sensors, 2021 - mdpi.com
Mental stress is one of the serious factors that lead to many health problems. Scientists and
physicians have developed various tools to assess the level of mental stress in its early …

[HTML][HTML] Stress detection in daily life scenarios using smart phones and wearable sensors: A survey

YS Can, B Arnrich, C Ersoy - Journal of biomedical informatics, 2019 - Elsevier
Stress has become a significant cause for many diseases in the modern society. Recently,
smartphones, smartwatches and smart wrist-bands have become an integral part of our lives …

Wearable sensors for remote health monitoring

S Majumder, T Mondal, MJ Deen - Sensors, 2017 - mdpi.com
Life expectancy in most countries has been increasing continually over the several few
decades thanks to significant improvements in medicine, public health, as well as personal …

Just-in-time adaptive interventions (JITAIs) in mobile health: key components and design principles for ongoing health behavior support

I Nahum-Shani, SN Smith, BJ Spring… - Annals of Behavioral …, 2018 - Springer
Background The just-in-time adaptive intervention (JITAI) is an intervention design aiming to
provide the right type/amount of support, at the right time, by adapting to an individual's …

[HTML][HTML] Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review

A Alberdi, A Aztiria, A Basarab - Journal of biomedical informatics, 2016 - Elsevier
Stress is a major problem of our society, as it is the cause of many health problems and
huge economic losses in companies. Continuous high mental workloads and non-stop …

A new two-step ensemble learning model for improving stress prediction of automobile drivers

G Issa - The International Arab Journal of …, 2021 - research.skylineuniversity.ac.ae
Commuting when there is a significant volume of traffic congestion has been acknowledged
as one of the key factors causing stress. Significant levels of stress whilst driving are seen to …

Evaluation of an integrated system of wearable physiological sensors for stress monitoring in working environments by using biological markers

S Betti, RM Lova, E Rovini, G Acerbi… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Objective: The objectives of this paper are to develop and test the ability of a wearable
physiological sensors system, based on ECG, EDA, and EEG, to capture human stress and …

Detecting driving stress in physiological signals based on multimodal feature analysis and kernel classifiers

L Chen, Y Zhao, P Ye, J Zhang, J Zou - Expert Systems with Applications, 2017 - Elsevier
Monitoring driving status has great potential in helping us decline the occurrence probability
of traffic accidents and the aim of this research is to develop a novel system for driving stress …

Unobtrusive assessment of students' emotional engagement during lectures using electrodermal activity sensors

E Di Lascio, S Gashi, S Santini - Proceedings of the ACM on Interactive …, 2018 - dl.acm.org
Modern wearable devices enable the continuous and unobtrusive monitoring of human
physiological parameters, including heart rate and electrodermal activity. Through the …

Stress detection from speech and galvanic skin response signals

H Kurniawan, AV Maslov… - Proceedings of the 26th …, 2013 - ieeexplore.ieee.org
The problem of stress-management has been receiving an increasing attention in related
research communities due to a wider recognition of potential problems caused by chronic …