AIMC Topic: Stress, Psychological
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Machine learning-based classification analysis of knowledge worker mental stress.
Frontiers in public health
Nov 7, 2023
The aim of this study is to analyze the performance of classifying stress and non-stress by measuring biosignal data using a wearable watch without interfering with work activities at work. An experiment is designed where participants wear a Galaxy W...
Associations of maternal stress, gene expression, and newborn birthweight in the Democratic Republic of Congo.
American journal of biological anthropology
Oct 27, 2023
OBJECTIVES: Maternal stress has long been associated with lower birthweight, which is associated with adverse health outcomes including many adult diseases. The underlying mechanisms remain elusive although changes in gene expression may play a role....
Real-time stress detection based on artificial intelligence for people with an intellectual disability.
Assistive technology : the official journal of RESNA
Sep 26, 2023
People with severe intellectual disabilities (ID) could have difficulty expressing their stress which may complicate timely responses from caregivers. The present study proposes an automatic stress detection system that can work in real-time. The sys...
Acute psychological stress-induced progenitor cell mobilization and cardiovascular events.
Journal of psychosomatic research
Jun 14, 2023
OBJECTIVE: Certain brain activation responses to psychological stress are associated with worse outcomes in CVD patients. We hypothesized that elevated acute psychological stress, manifesting as greater activity within neural centers for emotional re...
Prevalence of depressive symptoms and associated factors during the COVID-19 pandemic: A national-based study.
Journal of affective disorders
Apr 17, 2023
BACKGROUND: Previous studies have reported that the prevalence of depression and depressive symptoms was significantly higher than that before the COVID-19 pandemic. This study aimed to explore the prevalence of depressive symptoms and evaluate the i...
Applications of artificial intelligence-machine learning for detection of stress: a critical overview.
Molecular psychiatry
Apr 5, 2023
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 syndrome, sleep disorders, and suicidal thoughts and inclination. Therefore, ...
Classification of Mental Stress from Wearable Physiological Sensors Using Image-Encoding-Based Deep Neural Network.
Biosensors
Dec 9, 2022
The human body is designed to experience stress and react to it, and experiencing challenges causes our body to produce physical and mental responses and also helps our body to adjust to new situations. However, stress becomes a problem when it conti...
Emotional reactions to infertility diagnosis: thematic and natural language processing analyses of the 1000 Dreams survey.
Reproductive biomedicine online
Sep 6, 2022
RESEARCH QUESTION: What are the emotional effects of infertility on patients, partners, or both, and how can qualitative thematic analyses and natural language processing (NLP) help evaluate textual data?
Exploring COVID-19-Related Stressors: Topic Modeling Study.
Journal of medical Internet research
Jul 13, 2022
BACKGROUND: The COVID-19 pandemic has affected the lives of people globally for over 2 years. Changes in lifestyles due to the pandemic may cause psychosocial stressors for individuals and could lead to mental health problems. To provide high-quality...
Measuring Perceived Psychological Stress in Urban Built Environments Using Google Street View and Deep Learning.
Frontiers in public health
May 11, 2022
An urban built environment is an important part of the daily lives of urban residents. Correspondingly, a poor design can lead to psychological stress, which can be harmful to their psychological and physical well-being. The relationship between the ...
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