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 …
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 …
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 …
Deep leaning-based approach for mental workload discrimination from multi-channel fNIRS
As a non-invasive optical neuroimaging technique, functional near infrared spectroscopy
(fNIRS) is currently used to assess brain dynamics during the performance of complex works …
(fNIRS) is currently used to assess brain dynamics during the performance of complex works …
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 …
Attention classification based on biosignals during standard cognitive tasks for occupational domains
Occupational disorders considerably impact workers' quality of life and organizational
productivity, and even affect mortality worldwide. Such health issues are related to mental …
productivity, and even affect mortality worldwide. Such health issues are related to mental …
EEG/FNIRS based workload classification using functional brain connectivity and machine learning
There is high demand for techniques to estimate human mental workload during some
activities for productivity enhancement or accident prevention. Most studies focus on a single …
activities for productivity enhancement or accident prevention. Most studies focus on a single …
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) …
EEG-based detection of mental workload level and stress: the effect of variation in each state on classification of the other
M Bagheri, SD Power - Journal of Neural Engineering, 2020 - iopscience.iop.org
Objective. A passive brain-computer interface (pBCI) is a system that continuously adapts
human-computer interaction to the user's state. Key to the efficacy of such a system is the …
human-computer interaction to the user's state. Key to the efficacy of such a system is the …
[HTML][HTML] Quality analysis of heart rate derived from functional near-infrared spectroscopy in stress assessment
Abstract Background Functional Near-Infrared Spectroscopy (fNIRS) is a non-invasive
technique for studying brain hemodynamics. Since brain hemodynamics also involves …
technique for studying brain hemodynamics. Since brain hemodynamics also involves …