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 clinical and technical methodological review on stress detection and sleep quality prediction in an academic environment

J Medikonda - Computer methods and programs in biomedicine, 2023 - Elsevier
Background Mental health in recent times is a much talked about topic and its effects on the
sleep health of the students are said to result in long-term health issues if not identified and …

An effective mental stress state detection and evaluation system using minimum number of frontal brain electrodes

O Attallah - Diagnostics, 2020 - mdpi.com
Currently, mental stress is a common social problem affecting people. Stress reduces
human functionality during routine work and may lead to severe health defects. Detecting …

Multimodal hierarchical CNN feature fusion for stress detection

R Kuttala, R Subramanian, VRM Oruganti - IEEE Access, 2023 - ieeexplore.ieee.org
Stress is one of the most severe concerns in modern life. High-level stress can create
various diseases or loss of focus and productivity at work. Being under stress prevents …

Machine learning-based signal processing using physiological signals for stress detection

A Ghaderi, J Frounchi, A Farnam - 2015 22nd Iranian …, 2015 - ieeexplore.ieee.org
Stress is a common part of daily life which most people struggle in different occasions.
However, having stress for a long time, or a high level of stress will jeopardize our safety …

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 …

Deep ECG-respiration network (DeepER net) for recognizing mental stress

W Seo, N Kim, S Kim, C Lee, SM Park - Sensors, 2019 - mdpi.com
Unmanaged long-term mental stress in the workplace can lead to serious health problems
and reduced productivity. To prevent this, it is important to recognize and relieve mental …

[HTML][HTML] The performance of wearable AI in detecting stress among students: systematic review and Meta-analysis

A Abd-Alrazaq, M Alajlani, R Ahmad, R AlSaad… - Journal of Medical …, 2024 - jmir.org
Background Students usually encounter stress throughout their academic path. Ongoing
stressors may lead to chronic stress, adversely affecting their physical and mental well …

[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 …

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 …