Review on psychological stress detection using biosignals

G Giannakakis, D Grigoriadis… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This review investigates the effects of psychological stress on the human body measured
through biosignals. When a potentially threatening stimulus is perceived, a cascade of …

Portable system for real-time detection of stress level

J Minguillon, E Perez, MA Lopez-Gordo, F Pelayo… - Sensors, 2018 - mdpi.com
Currently, mental stress is a major problem in our society. It is related to a wide variety of
diseases and is mainly caused by daily-life factors. The use of mobile technology for …

Into the wild: the challenges of physiological stress detection in laboratory and ambulatory settings

E Smets, W De Raedt… - IEEE journal of biomedical …, 2018 - ieeexplore.ieee.org
Stress and mental health have become major concerns worldwide. Research has already
extensively investigated physiological signals as quantitative and continuous markers of …

A survey of machine learning techniques in physiology based mental stress detection systems

SS Panicker, P Gayathri - Biocybernetics and Biomedical Engineering, 2019 - Elsevier
Various automated/semi-automated medical diagnosis systems based on human physiology
have been gaining enormous popularity and importance in recent years. Physiological …

Cluster-based analysis for personalized stress evaluation using physiological signals

Q Xu, TL Nwe, C Guan - IEEE journal of biomedical and health …, 2014 - ieeexplore.ieee.org
Technology development in wearable sensors and biosignal processing has made it
possible to detect human stress from the physiological features. However, the intersubject …

Comparison of machine learning techniques for psychophysiological stress detection

E Smets, P Casale, U Großekathöfer… - … Paradigms for Mental …, 2016 - Springer
Previous research has indicated that physiological signals can be used to detect mental
stress. There is however no consensus on the optimal algorithm for this detection. The aim of …

A review on stress inducement stimuli for assessing human stress using physiological signals

P Karthikeyan, M Murugappan… - 2011 IEEE 7th …, 2011 - ieeexplore.ieee.org
Assessing human stress in real-time is more difficult and challenging today. The present
review deals about the measurement of stress in laboratory environment using different …

A physiological signal-based method for early mental-stress detection

L Xia, AS Malik, AR Subhani - Cyber-Enabled Intelligence, 2019 - taylorfrancis.com
The early detection of mental stress is critical for efficient clinical treatment. Compared with
traditional approaches, the automatic methods presented in literature have shown …

Physiological signal based work stress detection using unobtrusive sensors

AS Anusha, J Jose, SP Preejith, J Jayaraj… - Biomedical Physics …, 2018 - iopscience.iop.org
Objective: Work stress is identified as the'health epidemic of 21st century'by WHO because,
when left unchecked, it wreaks havoc on human mind and body by accelerating the onset …

A review on mental stress detection using wearable sensors and machine learning techniques

S Gedam, S Paul - IEEE Access, 2021 - ieeexplore.ieee.org
Stress is an escalated psycho-physiological state of the human body emerging in response
to a challenging event or a demanding condition. Environmental factors that trigger stress …