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 …

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 …

Identifying mental fatigue of construction workers using EEG and deep learning

Y Wang, Y Huang, B Gu, S Cao, D Fang - Automation in Construction, 2023 - Elsevier
Construction workers frequently experience mental fatigue owing to the high cognitive load
of their tasks in a dynamic, complex environment, diminishing their cognitive ability and …

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 …

EEG-based workers' stress recognition at construction sites

H Jebelli, S Hwang, SH Lee - Automation in Construction, 2018 - Elsevier
Taking into account that many construction workers suffer from excessive stress that
adversely impacts their safety and health, early recognition of stress is an essential step …

Evolutionary inspired approach for mental stress detection using EEG signal

LD Sharma, VK Bohat, M Habib, AZ Ala'M… - Expert systems with …, 2022 - Elsevier
Stress is a pensive issue in our competitive world and it has a huge impact on physical and
mental health. Severe health issues may arise due to long exposure of stress. Hence, its …

Wearable sensing technology applications in construction safety and health

CR Ahn, SH Lee, C Sun, H Jebelli, K Yang… - Journal of Construction …, 2019 - ascelibrary.org
The advent of wearable sensing technologies has produced unprecedented opportunities
for the near real-time collection and analysis of workers' safety and health data. To …

Machine learning framework for the detection of mental stress at multiple levels

AR Subhani, W Mumtaz, MNBM Saad, N Kamel… - IEEE …, 2017 - ieeexplore.ieee.org
Mental stress has become a social issue and could become a cause of functional disability
during routine work. In addition, chronic stress could implicate several psychophysiological …

Classification of perceived mental stress using a commercially available EEG headband

A Arsalan, M Majid, AR Butt… - IEEE journal of …, 2019 - ieeexplore.ieee.org
Human stress is a serious health concern, which must be addressed with appropriate
actions for a healthy society. This paper presents an experimental study to ascertain the …

A novel wearable EEG and ECG recording system for stress assessment

JW Ahn, Y Ku, HC Kim - Sensors, 2019 - mdpi.com
Suffering from continuous stress can lead to serious psychological and even physical
disorders. Objective stress assessment methods using noninvasive physiological responses …