Mental stress assessment using simultaneous measurement of EEG and fNIRS
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 …
various diseases such as heart attack, depression and stroke. An accurate stress …
Stress assessment based on decision fusion of EEG and fNIRS signals
emergingFusion of electroencephalography (EEG) and functional near infrared
spectroscopy (fNIRS) is an emerging approach in the field of psychological and neurological …
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
This paper presents an investigation about the effects of mental stress on prefrontal cortex
(PFC) subregions using simultaneous measurement of functional Near-Infrared …
(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 …
(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
Functional near-infrared spectroscopy (fNIRS), known as a non-invasive optical
neuroimaging technique, is currently used to assess brain dynamics during the performance …
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
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 …
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 …
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 …
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 …
has started to be considered as a potential to improve the accuracy of diagnosis. The current …
[HTML][HTML] Measuring mental workload with EEG+ fNIRS
We studied the capability of a Hybrid functional neuroimaging technique to quantify human
mental workload (MWL). We have used electroencephalography (EEG) and functional near …
mental workload (MWL). We have used electroencephalography (EEG) and functional near …
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