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 …

A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humans

S Sharma, G Singh, M Sharma - Computers in Biology and Medicine, 2021 - Elsevier
Stress is the most prevailing and global psychological condition that inevitably disrupts the
mood and behavior of individuals. Chronic stress may gravely affect the physical, mental …

Ten questions concerning the impact of environmental stress on office workers

M Awada, B Becerik-Gerber, R Liu… - Building and …, 2023 - Elsevier
We regularly face stress during our everyday activities, to the extent that stress is recognized
by the World Health Organization as the epidemic of the 21st century. Stress is how humans …

A method for stress detection using empatica E4 bracelet and machine-learning techniques

S Campanella, A Altaleb, A Belli, P Pierleoni, L Palma - Sensors, 2023 - mdpi.com
In response to challenging circumstances, the human body can experience marked levels of
anxiety and distress. To prevent stress-related complications, timely identification of stress …

Mental stress assessment in the workplace: a review

G Masri, F Al-Shargie, U Tariq… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Workers with demanding jobs are at risk of experiencing mental stress, leading to decreased
performance, mental illness, and disrupted sleep. To detect elevated stress levels in the …

Stress monitoring system for individuals with autism spectrum disorders

MT Tomczak, M Wojcikowski, B Pankiewicz… - IEEE …, 2020 - ieeexplore.ieee.org
In this article, a stress monitoring system tailored for individuals with Autism Spectrum
Disorders (ASD) and developed for the educational institution is presented. People with …

[PDF][PDF] Overview of biosignal analysis methods for the assessment of stress

I Ladakis, I Chouvarda - Emerging Science Journal, 2021 - ikee.lib.auth.gr
Objectives: Stress is a normal reaction of the human organism induced in situations that
demand a level of activation. This reaction has both positive and negative impact on the life …

A novel human stress level detection technique using eeg

D Konar, S De, P Mukherjee… - … Conference on Network …, 2023 - ieeexplore.ieee.org
In the 21st century, a significant portion of the world's population is plagued by stress. Stress
is harmful to humans and can cause various physical and mental illnesses, such as …

Early stress detection and analysis using EEG signals in machine learning framework

J Agrawal, M Gupta, H Garg - IOP Conference Series: Materials …, 2021 - iopscience.iop.org
Stress, a psychological phenomenon that represents the body's natural defense against
predators and danger, has emerged as the biggest social problem of the 21st century …

Impact of stress during covid-19 pandemic

H Angalakuditi, B Bhowmik - 2023 9th International …, 2023 - ieeexplore.ieee.org
The COVID-19 pandemic has affected our lives in many ways. Many people faced different
challenges during the pandemic to accomplish their daily activities. Many people faced …