Review on psychological stress detection using biosignals
This review investigates the effects of psychological stress on the human body measured
through biosignals. When a potentially threatening stimulus is perceived, a cascade of …
through biosignals. When a potentially threatening stimulus is perceived, a cascade of …
Applications of artificial intelligence− machine learning for detection of stress: a critical overview
Psychological distress is a major contributor to human physiology and pathophysiology, and
it has been linked to several conditions, such as auto-immune diseases, metabolic …
it has been linked to several conditions, such as auto-immune diseases, metabolic …
Classification of perceived mental stress using a commercially available EEG headband
Human stress is a serious health concern, which must be addressed with appropriate
actions for a healthy society. This paper presents an experimental study to ascertain the …
actions for a healthy society. This paper presents an experimental study to ascertain the …
[HTML][HTML] Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection
Stress has become a dangerous health problem in our life, especially in student education
journey. Accordingly, previous methods have been conducted to detect mental stress based …
journey. Accordingly, previous methods have been conducted to detect mental stress based …
Recognising situation awareness associated with different workloads using EEG and eye-tracking features in air traffic control tasks
The rate of human errors would increase as air traffic control officers (ATCOs) lose situation
awareness (SA), which could also be affected by their perceived workloads. Recognising …
awareness (SA), which could also be affected by their perceived workloads. Recognising …
EEG based classification of long-term stress using psychological labeling
Stress research is a rapidly emerging area in the field of electroencephalography (EEG)
signal processing. The use of EEG as an objective measure for cost effective and …
signal processing. The use of EEG as an objective measure for cost effective and …
An effective mental stress state detection and evaluation system using minimum number of frontal brain electrodes
O Attallah - Diagnostics, 2020 - mdpi.com
Currently, mental stress is a common social problem affecting people. Stress reduces
human functionality during routine work and may lead to severe health defects. Detecting …
human functionality during routine work and may lead to severe health defects. Detecting …
Stress analysis based on simultaneous heart rate variability and EEG monitoring
ET Attar, V Balasubramanian… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Objective: Stress is a significant risk factor for various diseases such as hypertension, heart
attack, stroke, and even sudden death. Stress can also lead to psychological and behavioral …
attack, stroke, and even sudden death. Stress can also lead to psychological and behavioral …
Cognitive load detection using circulant singular spectrum analysis and Binary Harris Hawks Optimization based feature selection
Cognitive load detection during the mental assignment of neural activity is necessary
because it helps to understand the brain's response to stimuli. An electroencephalogram …
because it helps to understand the brain's response to stimuli. An electroencephalogram …
Exploration of EEG-based depression biomarkers identification techniques and their applications: a systematic review
Depression is the most common mental illness, which has become the major cause of fear
and suicidal mortality or tendencies. Currently, about 10% of the world population has been …
and suicidal mortality or tendencies. Currently, about 10% of the world population has been …