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 …
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 …
Mental stress assessment based on feature level fusion of fNIRS and EEG signals
This study aims to improve the detection rate of mental stress using the complementary
nature of functional Near Infrared Spectroscopy (fNIRS) and Electroencephalogram (EEG) …
nature of functional Near Infrared Spectroscopy (fNIRS) and Electroencephalogram (EEG) …
Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress
Functional Near Infrared Spectroscopy (fNIRS) has been proposed as a means to detect
mental stress by measuring the concentration change of oxygenated hemoglobin (HbO) and …
mental stress by measuring the concentration change of oxygenated hemoglobin (HbO) and …
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 …
Mental stress grading based on fNIRS signals
In this study, we propose functional near infrared spectroscopy (fNIRS) to objectively grade
different levels of mental stress. The levels of stress were set based on the difficulty of …
different levels of mental stress. The levels of stress were set based on the difficulty of …
Joint-channel-connectivity-based feature selection and classification on fNIRS for stress detection in decision-making
M Huang, X Zhang, X Chen, Y Mai, X Wu… - … on Neural Systems …, 2022 - ieeexplore.ieee.org
Stress is one of the contributing factors affecting decision-making. Therefore, early stress
recognition is essential to improve clinicians' decision-making performance. Functional near …
recognition is essential to improve clinicians' decision-making performance. Functional near …
The diagnosticity of psychophysiological signatures: Can we disentangle mental workload from acute stress with ECG and fNIRS?
The ability to identify reliable and sensitive physiological signatures of psychological
dimensions is key to developing intelligent adaptive systems that may in turn help to mitigate …
dimensions is key to developing intelligent adaptive systems that may in turn help to mitigate …
The diagnosis of major depressive disorder through wearable fNIRS by using wavelet transform and parallel-CNN feature fusion
Depression is a common mental illness that can even lead to suicide in severe cases. Thus,
it is essential to diagnose and duly treat the depressive disorder accurately. Functional near …
it is essential to diagnose and duly treat the depressive disorder accurately. Functional near …
Deep learning networks based decision fusion model of EEG and fNIRS for classification of cognitive tasks
MHR Rabbani, SMR Islam - Cognitive Neurodynamics, 2023 - Springer
The detection of the cognitive tasks performed by a subject during data acquisition of a
neuroimaging method has a wide range of applications: functioning of brain-computer …
neuroimaging method has a wide range of applications: functioning of brain-computer …
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