Investigating the role of context in perceived stress detection in the wild

V Mishra, T Hao, S Sun, KN Walter, MJ Ball… - Proceedings of the …, 2018 - dl.acm.org
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 …

The case for a commodity hardware solution for stress detection

V Mishra, G Pope, S Lord, S Lewia, B Lowens… - Proceedings of the …, 2018 - dl.acm.org
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 …

Evaluating the reproducibility of physiological stress detection models

V Mishra, S Sen, G Chen, T Hao, J Rogers… - Proceedings of the …, 2020 - dl.acm.org
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 …

Multimodal data collection framework for mental stress monitoring

S Kye, J Moon, J Lee, I Choi, D Cheon… - Proceedings of the 2017 …, 2017 - dl.acm.org
Accurate recognition of people's responses to stress and timely management of stress is one
of the important aspects of maintaining good health. However, recognizing such reactions is …

Towards participant-independent stress detection using instrumented peripherals

DRC Silva, Z Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Methods to measure work stress generally rely on subjective measures from questionnaires
or require dedicated sensors that are cumbersome to wear and interfere with the task. To …

Continuous stress detection using a wrist device: in laboratory and real life

M Gjoreski, H Gjoreski, M Luštrek, M Gams - proceedings of the 2016 …, 2016 - dl.acm.org
Continuous exposure to stress is harmful for mental and physical health, but to combat
stress, one should first detect it. In this paper we propose a method for continuous detection …

Continuous detection of physiological stress with commodity hardware

V Mishra, G Pope, S Lord, S Lewia, B Lowens… - ACM transactions on …, 2020 - dl.acm.org
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 …

Towards wearable stress measurement

J Hernandez Rivera - 2015 - dspace.mit.edu
Chronic psychological stress carries a wide array of pathophysiological risks, including
cardiovascular and cerebrovascular diseases, diabetes, and immune dysregulation. An …

Comparing the predictability of sensor modalities to detect stress from wearable sensor data

R Holder, RK Sah, M Cleveland… - 2022 IEEE 19th …, 2022 - ieeexplore.ieee.org
Detecting stress from wearable sensor data enables those struggling with unhealthy stress
coping mechanisms to better manage their stress. Previous studies have investigated how …

[HTML][HTML] Monitoring stress with a wrist device using context

M Gjoreski, M Luštrek, M Gams, H Gjoreski - Journal of biomedical …, 2017 - Elsevier
Being able to detect stress as it occurs can greatly contribute to dealing with its negative
health and economic consequences. However, detecting stress in real life with an …