Assessment of mental stress effects on prefrontal cortical activities using canonical correlation analysis: an fNIRS-EEG study

F Al-Shargie, TB Tang, M Kiguchi - Biomedical optics express, 2017 - opg.optica.org
… to assess the effects of mental stress on prefrontal cortical … recorded by each modality (EEG/fNIRS)
for individual subject. In … EEG and fNIRS data to study the effects of mental stress on …

Mental stress assessment using simultaneous measurement of EEG and fNIRS

F Al-Shargie, M Kiguchi, N Badruddin… - Biomedical optics …, 2016 - opg.optica.org
… More recently, fNIRS has been accepted as an assistive tool to … of EEG and fNIRS can assess
mental stress more accurately than using either technique alone. The EEG and fNIRS have …

Fusion of fNIRS and EEG signals: Mental stress study

F Al-Shargie - 2019 - engrxiv.org
… (fNIRS) and Electroencephalograph (EEG) is a novel … stress using the complementary
nature of fNIRS and EEG neuroimaging modality. Simultaneous measurements of fNIRS and EEG

Stress assessment based on decision fusion of EEG and fNIRS signals

F Al-Shargie, TB Tang, M Kiguchi - IEEE Access, 2017 - ieeexplore.ieee.org
… decision fusion of EEG+fNIRS for improving the detection rate of mental stress. The fusion …
accuracy in detecting stress by +10.57%, and +7.76% compared to sole fNIRS and sole EEG, …

Mental stress assessment based on feature level fusion of fNIRS and EEG signals

F Al-Shargie, TB Tang, N Badruddin… - … on Intelligent and …, 2016 - ieeexplore.ieee.org
… of EEG and fNIRS [13]. In this work, we measured mental stress using fNIRS and EEG, and
… signals in a feature level fusion technique to improve the detection rate of mental stress. …

Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress

F Al-Shargie, TB Tang, N Badruddin… - … Conference on Signal …, 2015 - ieeexplore.ieee.org
… measurement of EEG and fNIRS in classifying and localizing the activation of the prefrontal
cortex due to stress stimuli during an arithmetic task. The correlation of EEG alpha rhythm …

Stress Detection and Reduction Based on Simultaneous Measurement of EEG and fNIRS Signals

F Al-Shargie - Frontiers in Human Neuroscience, 2019 - frontiersin.org
… thereby reduce stress level and improve the quality of life. Goal: This research aims to
investigate the effects of five days mild-exercise on PFC activities as a means to reduce stress. …

Assessment of Mental Stress Using EEG and fNIRS Features

F Al-Shargie - 2019 - engrxiv.org
… In this study, we propose a novel fusion approach to discover the association between the
temporal features of EEG and the spatial features of fNIRS under stress by using Joint Spare …

Identifying the Impact of Noise-Levels on Mental Stress: An EEG-fNIRS Study

E Alyan, NM Saad, N Kamel, SS Al-Bawri… - Journal of Physics …, 2021 - iopscience.iop.org
… study the effects of noise level at work on mental stress using synchronized measurements
of EEG and fNIRS. Two work environments with low and high noise levels in stressful mental …

fNIRS and EEG study in mental stress arising from time pressure

SY Cheng, CC Lo, JJ Chen - Advances in cognitive …, 2012 - api.taylorfrancis.com
… This study examined a combination of fNIRS and EEG recordings for assessing the mental
stress arising from time pressure. In NIRS findings, the results showed that with an increase in …