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 …
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 …
Effects of daily stress in mental state classification
An external stimulus, event, or environment that stresses an individual is called a stressor.
Many mental stress detection studies have been focused on the discrimination of the mental …
Many mental stress detection studies have been focused on the discrimination of the mental …
Fusion of fNIRS and EEG signals: Mental stress study
F Al-Shargie - 2019 - engrxiv.org
Abstract Fusion of Functional Near infrared Spectroscopy (fNIRS) and
Electroencephalograph (EEG) is a novel approach. This study aims in improving the …
Electroencephalograph (EEG) is a novel approach. This study aims in improving the …
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 …
[PDF][PDF] Classification of mental stress levels by analyzing fNIRS signal using linear and non-linear features
RA Shirvan, SK Setaredan… - International Clinical …, 2018 - journals.sbmu.ac.ir
Background: Mental stress is known as one of the main influential factors in development of
different diseases including heart attack and stroke. Thus, quantification of stress level can …
different diseases including heart attack and stroke. Thus, quantification of stress level can …
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 …
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 …