Mental stress assessment using simultaneous measurement of EEG and fNIRS
… In this work, we hypothesize that fusion of EEG and fNIRS can assess mental stress more
accurately than using either technique alone. The EEG and fNIRS have several advantages …
accurately than using either technique alone. The EEG and fNIRS have several advantages …
Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress
… of EEG-fNIRS on five … and EEG alpha rhythm of mental stress during arithmetic task. The
study demonstrated the significance of EEG and fNIRS signals in discriminating mental stress …
study demonstrated the significance of EEG and fNIRS signals in discriminating mental stress …
Assessment of mental stress effects on prefrontal cortical activities using canonical correlation analysis: an fNIRS-EEG study
… assess the effects of mental stress on prefrontal cortical activity… recorded by each modality
(EEG/fNIRS) for individual subject. … EEG and fNIRS data to study the effects of mental stress on …
(EEG/fNIRS) for individual subject. … EEG and fNIRS data to study the effects of mental stress on …
Stress assessment based on decision fusion of EEG and fNIRS signals
… This study proposed a novel decision fusion of EEG+fNIRS for improving the detection rate
of mental stress. The fusion was based on fusing two SVM classifier decisions based on their …
of mental stress. The fusion was based on fusing two SVM classifier decisions based on their …
Mental stress assessment based on feature level fusion of fNIRS and EEG signals
… 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. …
… signals in a feature level fusion technique to improve the detection rate of mental stress. …
Identifying the Impact of Noise-Levels on Mental Stress: An EEG-fNIRS Study
… at work on mental stress using synchronized measurements of EEG and fNIRS. Two work
environments with low and high noise levels in stressful mental conditions were investigated …
environments with low and high noise levels in stressful mental conditions were investigated …
Fusion of fNIRS and EEG signals: Mental stress study
F Al-Shargie - 2019 - engrxiv.org
… (fNIRS) and Electroencephalograph (EEG) is a novel approach. This study aims in improving
the detection rate of mental stress using the complementary nature of fNIRS and EEG …
the detection rate of mental stress using the complementary nature of fNIRS and EEG …
Quantification of mental stress using fNIRS signals
F Al-Shargie - 2019 - engrxiv.org
… ), fNIRS is portable, cheaper and does not confine the subjects to lying position. In this study,
we aim to grade mental stress … Simultaneous measurement of EEG-fNIRS in classifying and …
we aim to grade mental stress … Simultaneous measurement of EEG-fNIRS in classifying and …
Assessment of Mental Stress Using EEG and fNIRS Features
F Al-Shargie - 2019 - engrxiv.org
… Functional near-infrared spectroscopy (fNIRS) has allowed human cortical … EEG with fNIRS
modality to provide a complementary nature and improve the detection rate of mental stress…
modality to provide a complementary nature and improve the detection rate of mental stress…
Mental stress grading based on fNIRS signals
… Compared to EEG, it has better spatial resolution and less … ), fNIRS is portable, cheaper and
does not confine the subjects to lying position. In this study, we aim to grade mental stress by …
does not confine the subjects to lying position. In this study, we aim to grade mental stress by …
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