Stress monitoring with wearable technology and AI

HC Ates, C Ates, C Dincer - Nature Electronics, 2024 - nature.com
Stress monitoring with wearable technology and AI | Nature Electronics Skip to main content
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A Review of Key Technologies for Emotion Analysis Using Multimodal Information

X Zhu, C Guo, H Feng, Y Huang, Y Feng, X Wang… - Cognitive …, 2024 - Springer
Emotion analysis, an integral aspect of human–machine interactions, has witnessed
significant advancements in recent years. With the rise of multimodal data sources such as …

Heart rate response to cognitive load as a marker of depression and increased anxiety

EI Alshanskaia, NA Zhozhikashvili… - Frontiers in …, 2024 - frontiersin.org
Introduction Understanding the interplay between cardiovascular parameters, cognitive
stress induced by increasing load, and mental well-being is vital for the development of …

Inducing and Assessing Acute Mental Stress in Controlled Conditions: Topical Review and Guidelines for Effective Experimental Protocols

M Raggi, LJ Moore, L Mesin - IEEE Access, 2025 - ieeexplore.ieee.org
Mental health is influenced by the fast-paced nature of life. In this scenario, stressful events
play an important role. Extensive research has been carried out to develop non-invasive …

[HTML][HTML] Beyond built density: From coarse to fine-grained analyses of emotional experiences in urban environments

I Sander, R Mazumder, J Fingerhut, FJ Parada… - Journal of …, 2024 - Elsevier
The migration of individuals to urban centers in the last century has coincided with a rise in
stress-related mental health issues among city dwellers compared to their rural counterparts …

Exploring physiological stress response evoked by passive translational acceleration in healthy adults: a pilot study utilizing electrodermal activity and heart rate …

X Yu, JW Lu, W Liu, Z Cheng, G Xiao - Scientific Reports, 2024 - nature.com
Passive translational acceleration (PTA) has been demonstrated to induce the stress
response and regulation of autonomic balance in healthy individuals. Electrodermal activity …

A Synthetic Multi-Modal Variable to Capture Cardiovascular Responses to Acute Mental Stress and Transcutaneous Median Nerve Stimulation

Y Zhou, JD Parreira, SM Shahrbabak… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Objective: To develop a novel synthetic multi-modal variable capable of capturing
cardiovascular responses to acute mental stress and the stress-mitigating effect of …

Contributors to beat-to-beat stroke volume variability during acute mental stress in healthy volunteers

F El-Hamad, H Ernst, M Schmidt… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Acute mental stress elicits sympathetic activation, increasing heart rate and shortening the
QT interval, but it is unknown whether this activation translates to stroke volume (SV) …

Automatic Detection of Acute Mental Stress With Camera-based Photoplethysmography

H Ernst, H Malberg, M Schmidt - 2023 Computing in Cardiology …, 2023 - ieeexplore.ieee.org
Autonomic nervous system (ANS) activity reflects in vital signs that can be measured by
means of camera-based photoplethysmography (cbPPG). This work investigates the …

Autonomic Regulation During Acute Mental Stress Is Characterized by Dynamic Interactions

R Hohmuth, H Ernst, H Malberg… - 2023 Computing in …, 2023 - ieeexplore.ieee.org
The human organism can be understood as a complex system of dynamic interactions
regulating physiological functions to maintain a state of homeostasis. Acute mental stress …