cStress: towards a gold standard for continuous stress assessment in the mobile environment
Recent advances in mobile health have produced several new models for inferring stress
from wearable sensors. But, the lack of a gold standard is a major hurdle in making clinical …
from wearable sensors. But, the lack of a gold standard is a major hurdle in making clinical …
Evaluating the reproducibility of physiological stress detection models
Recent advances in wearable sensor technologies have led to a variety of approaches for
detecting physiological stress. Even with over a decade of research in the domain, there still …
detecting physiological stress. Even with over a decade of research in the domain, there still …
[HTML][HTML] Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review
Introduction Wearable sensors have shown promise as a non-intrusive method for collecting
biomarkers that may correlate with levels of elevated stress. Stressors cause a variety of …
biomarkers that may correlate with levels of elevated stress. Stressors cause a variety of …
Automatic stress detection in working environments from smartphones' accelerometer data: a first step
E Garcia-Ceja, V Osmani… - IEEE journal of biomedical …, 2015 - ieeexplore.ieee.org
Increase in workload across many organizations and consequent increase in occupational
stress are negatively affecting the health of the workforce. Measuring stress and other …
stress are negatively affecting the health of the workforce. Measuring stress and other …
Toward robust stress prediction in the age of wearables: Modeling perceived stress in a longitudinal study with information workers
Given the widespread adverse outcomes of stress–exacerbated by the current pandemic–
wearable sensing provides unique opportunities for automated stress tracking to inform well …
wearable sensing provides unique opportunities for automated stress tracking to inform well …
AutoSense: unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field
The effect of psychosocial stress on health has been a central focus area of public health
research. However, progress has been limited due a to lack of wearable sensors that can …
research. However, progress has been limited due a to lack of wearable sensors that can …
[HTML][HTML] Stress modelling and prediction in presence of scarce data
Objective Stress at work is a significant occupational health concern. Recent studies have
used various sensing modalities to model stress behaviour based on non-obtrusive data …
used various sensing modalities to model stress behaviour based on non-obtrusive data …
Continuous detection of physiological stress with commodity hardware
Timely detection of an individual's stress level has the potential to improve stress
management, thereby reducing the risk of adverse health consequences that may arise due …
management, thereby reducing the risk of adverse health consequences that may arise due …
Application level performance evaluation of wearable devices for stress classification with explainable AI
Stress has become one of the most prominent problems of modern societies and a key
contributor to major health issues. Dealing with stress effectively requires detecting it in real …
contributor to major health issues. Dealing with stress effectively requires detecting it in real …
Continuous inference of psychological stress from sensory measurements collected in the natural environment
Repeated exposures to psychological stress can lead to or worsen diseases of slow
accumulation such as heart diseases and cancer. The main challenge in addressing the …
accumulation such as heart diseases and cancer. The main challenge in addressing the …