Mental stress assessment using simultaneous measurement of EEG and fNIRS

F Al-Shargie, M Kiguchi, N Badruddin… - Biomedical optics …, 2016 - opg.optica.org
Previous studies reported mental stress as one of the major contributing factors leading to
various diseases such as heart attack, depression and stroke. An accurate stress …

Stress assessment based on decision fusion of EEG and fNIRS signals

F Al-Shargie, TB Tang, M Kiguchi - IEEE Access, 2017 - ieeexplore.ieee.org
emergingFusion of electroencephalography (EEG) and functional near infrared
spectroscopy (fNIRS) is an emerging approach in the field of psychological and neurological …

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
This paper presents an investigation about the effects of mental stress on prefrontal cortex
(PFC) subregions using simultaneous measurement of functional Near-Infrared …

Correlation between asymmetry of spontaneous oscillation of hemodynamic changes in the prefrontal cortex and anxiety levels: a near-infrared spectroscopy study

W Ishikawa, M Sato, Y Fukuda… - … of biomedical optics, 2014 - spiedigitallibrary.org
According to the valence asymmetry hypothesis, the left/right asymmetry of prefrontal cortex
(PFC) activity is correlated with specific emotional responses to mental stress and …

Discrimination of mental workload levels from multi-channel fNIRS using deep leaning-based approaches

TKK Ho, J Gwak, CM Park, JI Song - Ieee Access, 2019 - ieeexplore.ieee.org
Functional near-infrared spectroscopy (fNIRS), known as a non-invasive optical
neuroimaging technique, is currently used to assess brain dynamics during the performance …

[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 …

Recognition of human emotions from cerebral blood flow changes in the frontal region: a study with event‐related near‐infrared spectroscopy

Y Hoshi, J Huang, S Kohri, Y Iguchi… - Journal of …, 2011 - Wiley Online Library
ABSTRACT BACKGROUNDS AND PURPOSE The aim of this study is to develop a near‐
infrared spectroscopy (NIRS)‐based system that recognizes pleasant and unpleasant …

[HTML][HTML] Stress assessment by prefrontal relative gamma

J Minguillon, MA Lopez-Gordo… - Frontiers in computational …, 2016 - frontiersin.org
Stress assessment has been under study in the last years. Both biochemical and
physiological markers have been used to measure stress level. In neuroscience, several …

Combining functional near-infrared spectroscopy and EEG measurements for the diagnosis of attention-deficit hyperactivity disorder

A Güven, M Altınkaynak, N Dolu, M İzzetoğlu… - Neural Computing and …, 2020 - Springer
Recently multimodal neuroimaging which combines signals from different brain modalities
has started to be considered as a potential to improve the accuracy of diagnosis. The current …

[HTML][HTML] Measuring mental workload with EEG+ fNIRS

H Aghajani, M Garbey, A Omurtag - Frontiers in human neuroscience, 2017 - frontiersin.org
We studied the capability of a Hybrid functional neuroimaging technique to quantify human
mental workload (MWL). We have used electroencephalography (EEG) and functional near …