The case for a commodity hardware solution for stress detection
Timely detection of an individual's stress level has the potential to expedite and improve
stress management, thereby reducing the risk of adverse health consequences that may …
stress management, thereby reducing the risk of adverse health consequences that may …
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 …
An overview of the feasibility of permanent, real-time, unobtrusive stress measurement with current wearables
Negative consequences of stress are a pervasive problem in our modern society. Recent
developments in wearable lifestyle hardware have led to unobtrusive, sensor-packed …
developments in wearable lifestyle hardware have led to unobtrusive, sensor-packed …
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 …
Investigating the role of context in perceived stress detection in the wild
The advances in mobile and wearable sensing have led to a myriad of approaches for stress
detection in both laboratory and free-living settings. Most of these methods, however, rely on …
detection in both laboratory and free-living settings. Most of these methods, however, rely on …
Monitoring stress arousal in the wild
M Kusserow, O Amft, G Tröster - IEEE Pervasive Computing, 2012 - ieeexplore.ieee.org
Wearable sensors can provide continuous biosignal measurements, which systems can use
to infer psychological stress arousal. The authors deploy such sensors to monitor a public …
to infer psychological stress arousal. The authors deploy such sensors to monitor a public …
Comparing the predictability of sensor modalities to detect stress from wearable sensor data
Detecting stress from wearable sensor data enables those struggling with unhealthy stress
coping mechanisms to better manage their stress. Previous studies have investigated how …
coping mechanisms to better manage their stress. Previous studies have investigated how …
[HTML][HTML] Towards precision stress management: Design and evaluation of a practical wearable sensing system for monitoring everyday stress
Background: Overstress is becoming an epidemic issue in modern society, contributing to a
broad range of health problems ranging from depression to cardiovascular diseases …
broad range of health problems ranging from depression to cardiovascular diseases …
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 …
Continuous stress detection using the sensors of commercial smartwatch
P Siirtola - Adjunct proceedings of the 2019 ACM international …, 2019 - dl.acm.org
Stress detection is becoming a popular field in machine learning and this study focuses on
recognizing stress using the sensors of commercially available smartwatches. In most of the …
recognizing stress using the sensors of commercially available smartwatches. In most of the …