Review of electroencephalography signals approaches for mental stress assessment

ET Attar - Neurosciences Journal, 2022 - nsj.org.sa
The innovation of electroencephalography (EEG) more than a century ago supports the
technique to assess brain structure and function in clinical health and research applications …

[PDF][PDF] A review of mental stress and EEG band power

ET ATTAR - Int J Nanotechnol Nanomed, 7 (2), 112, 2022 - opastpublishers.com
Theinnovation of electroencephalography (EEG) more than acentury ago supports the
technique to assess brain structure and function in clinical health and research applications …

[HTML][HTML] 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 …

[CITATION][C] EEG SIGNALSTO MEASURE MENTAL STRESS

R Subhani, L Xia, AS Malik - 2011 - scholars.utp.edu.my
Stress is originated from brain, neurological signals are important to measure mental stress.
In this paper, a survey of physiological studies to measure mental stress is presented …

Electroencephalography based classification of long-term stress using psychological labeling

SMU Saeed, SM Anwar, H Khalid, M Majid… - arXiv preprint arXiv …, 2019 - arxiv.org
Stress research is a rapidly emerging area in thefield of electroencephalography (EEG)
based signal processing. The use of EEG as an objective measure for cost effective …

[HTML][HTML] EEG based classification of long-term stress using psychological labeling

SMU Saeed, SM Anwar, H Khalid, M Majid, U Bagci - Sensors, 2020 - mdpi.com
Stress research is a rapidly emerging area in the field of electroencephalography (EEG)
signal processing. The use of EEG as an objective measure for cost effective and …

Multilevel assessment of mental stress using SVM with ECOC: an EEG approach

F Al-Shargie - 2019 - engrxiv.org
Mental stress has been identified as one of the major contributing factors that leads to
various diseases such as heart attack, depression and stroke. To avoid this, stress …

Detection of mental stress using novel spatio-temporal distribution of brain activations

D Chatterjee, R Gavas, SK Saha - Biomedical Signal Processing and …, 2023 - Elsevier
Detection of mental stress is an important research problem as it is essential for ensuring
overall well-being of an individual. Recently, various physiological sensor signals are being …

A method of identifying chronic stress by EEG

H Peng, B Hu, F Zheng, D Fan, W Zhao, X Chen… - Personal and ubiquitous …, 2013 - Springer
There are a lot of studies on chronic stress assessment applying psychology instruments or
hormones analysis. However, there are only few studies using electroencephalogram …

[HTML][HTML] Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection

O AlShorman, M Masadeh, MBB Heyat… - Journal of integrative …, 2022 - imrpress.com
Stress has become a dangerous health problem in our life, especially in student education
journey. Accordingly, previous methods have been conducted to detect mental stress based …