Cortical hemodynamic changes during the trier social stress test: an fNIRS study

D Rosenbaum, P Hilsendegen, M Thomas… - NeuroImage, 2018 - Elsevier
The study of the stress response has been of great interest in the last decades due to its
relationship to physical and mental health. Along with the technological progress in the …

Measuring mental workload with EEG+ fNIRS

H Aghajani, M Garbey, A Omurtag - Frontiers in human neuroscience, 2017 - frontiersin.org
We studied the capability of a Hybrid functional neuroimaging technique to quantify human
mental workload (MWL). We have used electroencephalography (EEG) and functional near …

A review on mental stress assessment methods using EEG signals

R Katmah, F Al-Shargie, U Tariq, F Babiloni… - Sensors, 2021 - mdpi.com
Mental stress is one of the serious factors that lead to many health problems. Scientists and
physicians have developed various tools to assess the level of mental stress in its early …

Machine learning framework for the detection of mental stress at multiple levels

AR Subhani, W Mumtaz, MNBM Saad, N Kamel… - IEEE …, 2017 - ieeexplore.ieee.org
Mental stress has become a social issue and could become a cause of functional disability
during routine work. In addition, chronic stress could implicate several psychophysiological …

Simultaneous functional near-infrared spectroscopy and electroencephalography for monitoring of human brain activity and oxygenation: a review

AM Chiarelli, F Zappasodi, F Di Pompeo… - …, 2017 - spiedigitallibrary.org
Multimodal monitoring has become particularly common in the study of human brain
function. In this context, combined, synchronous measurements of functional near-infrared …

Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach

F Al-Shargie, TB Tang, N Badruddin… - Medical & biological …, 2018 - Springer
Mental stress has been identified as one of the major contributing factors that leads to
various diseases such as heart attack, depression, and stroke. To avoid this, stress …

fNIRS evidence for distinguishing patients with major depression and healthy controls

J Chao, S Zheng, H Wu, D Wang… - … on Neural Systems …, 2021 - ieeexplore.ieee.org
In recent years, major depressive disorder (MDD) has been shown to negatively impact
physical recovery in a variety of patients. Functional near-infrared spectroscopy (fNIRS) is a …

Statistical analysis of fNIRS data: a comprehensive review

S Tak, JC Ye - Neuroimage, 2014 - Elsevier
Functional near-infrared spectroscopy (fNIRS) is a non-invasive method to measure brain
activities using the changes of optical absorption in the brain through the intact skull. fNIRS …

A systematic review on hybrid EEG/fNIRS in brain-computer interface

Z Liu, J Shore, M Wang, F Yuan, A Buss… - … Signal Processing and …, 2021 - Elsevier
As a relatively new field of neurology and computer science, brain computer interface (BCI)
has many established and burgeoning applications across scientific disciplines. Many …

Decreased functional connectivity and disrupted neural network in the prefrontal cortex of affective disorders: a resting-state fNIRS study

H Zhu, J Xu, J Li, H Peng, T Cai, X Li, S Wu… - Journal of Affective …, 2017 - Elsevier
Background Affective disorders (AD) have been conceptualized as neural network-level
diseases. In this study, we utilized functional near infrared spectroscopy (fNIRS) to …