Machine learning-based detection of acute psychosocial stress from body posture and movements

R Richer, V Koch, L Abel, F Hauck, M Kurz… - Scientific Reports, 2024 - nature.com
Investigating acute stress responses is crucial to understanding the underlying mechanisms
of stress. Current stress assessment methods include self-reports that can be biased and …

[HTML][HTML] Gonads under stress: A systematic review and meta-analysis on the effects of acute psychosocial stress on gonadal steroids secretion in humans

G Domes, K Linnig, B von Dawans - Psychoneuroendocrinology, 2024 - Elsevier
Animal research has shown that the hypothalamus-pituitary-gonadal (HPG) axis is inhibited
by (chronic and/or severe) stress, which can lead to impaired fertility and reproductive …

Human stress detection with wearable sensors using convolutional neural networks

M Gil-Martin, R San-Segundo, A Mateos… - IEEE Aerospace and …, 2022 - ieeexplore.ieee.org
In this article, we propose and evaluate a deep learning architecture based on convolutional
neural networks for human stress detection using wearable sensors. This architecture has a …

[HTML][HTML] A systematic review and meta-analysis of the effect of emotion regulation on cortisol

MB Mikkelsen, G Tramm, R Zachariae… - Comprehensive …, 2021 - Elsevier
It is generally acknowledged that hormones are implicated in socioemotional behavior, yet
little is known about the role of hormones in the context of emotion regulation. The aims of …

Psychosomatic response to acute emotional stress in healthy students

E Garcia Pages, A Arza, J Lazaro, C Puig… - Frontiers in …, 2023 - frontiersin.org
The multidimensionality of the stress response has shown the complexity of this
phenomenon and therefore the impossibility of finding a unique biomarker among the …

Using AI to predict service agent stress from emotion patterns in service interactions

S Bromuri, AP Henkel, D Iren, V Urovi - Journal of Service …, 2021 - emerald.com
Purpose A vast body of literature has documented the negative consequences of stress on
employee performance and well-being. These deleterious effects are particularly …

Detecting social contexts from mobile sensing indicators in virtual interactions with socially anxious individuals

Z Wang, MA Larrazabal, M Rucker, ER Toner… - Proceedings of the …, 2023 - dl.acm.org
Mobile sensing is a ubiquitous and useful tool to make inferences about individuals' mental
health based on physiology and behavior patterns. Along with sensing features directly …

Assessing effectiveness of heart rate variability biofeedback to mitigate mental health symptoms: a pilot study

T Castro Ribeiro, P Sobregrau Sangrà… - Frontiers in …, 2023 - frontiersin.org
Introduction: The increasing burden on mental health has become a worldwide concern
especially due to its substantial negative social and economic impact. The implementation of …

[HTML][HTML] Inducing and recording acute stress responses on a large scale with the Digital Stress Test (DST): Development and evaluation study

M Norden, AG Hofmann, M Meier, F Balzer… - Journal of medical …, 2022 - jmir.org
Background Valuable insights into the pathophysiology and consequences of acute
psychosocial stress have been gained using standardized stress induction experiments …

Do nonlinear vocal phenomena signal negative valence or high emotion intensity?

A Anikin, K Pisanski, D Reby - Royal Society open …, 2020 - royalsocietypublishing.org
Nonlinear vocal phenomena (NLPs) are commonly reported in animal calls and,
increasingly, in human vocalizations. These perceptually harsh and chaotic voice features …