Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress

F Al-Shargie, TB Tang, N Badruddin… - … Conference on Signal …, 2015 - ieeexplore.ieee.org
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 assessment based on feature level fusion of fNIRS and EEG signals

F Al-Shargie, TB Tang, N Badruddin… - … on Intelligent and …, 2016 - ieeexplore.ieee.org
This study aims to improve the detection rate of mental stress using the complementary
nature of functional Near Infrared Spectroscopy (fNIRS) and Electroencephalogram (EEG) …

Mental stress grading based on fNIRS signals

F Al-Shargie, TB Tang, M Kiguchi - 2016 38th Annual …, 2016 - ieeexplore.ieee.org
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 …

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 …

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 …

Effects of daily stress in mental state classification

S Park, SY Dong - IEEE Access, 2020 - ieeexplore.ieee.org
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 …

[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 …

Real time detection of cognitive load using fNIRS: A deep learning approach

S Karmakar, S Kamilya, P Dey, PK Guhathakurta… - … Signal Processing and …, 2023 - Elsevier
Functional near infrared spectroscopy (fNIRS) is a non-invasive tool for monitoring functional
brain activation that records changes in oxygenated hemoglobin (HbO) and deoxygenated …

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 …

Prefrontal cortical activation while viewing urban and garden scenes: A pilot fNIRS study

J Yu, KK Ang, SH Ho, A Sia, R Ho - 2017 39th Annual …, 2017 - ieeexplore.ieee.org
Recent studies have shown that pleasant and unpleasant emotions could be detected
through functional Near-Infrared Spectroscopy (fNIRS). This study investigates the prefrontal …