Beyond mobile apps: a survey of technologies for mental well-being

K Woodward, E Kanjo, DJ Brown… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Mental health problems are on the rise globally and strain national health systems
worldwide. Mental disorders are closely associated with fear of stigma, structural barriers …

Stress in manual and autonomous modes of collaboration with a cobot

A Pollak, M Paliga, MM Pulopulos, B Kozusznik… - Computers in Human …, 2020 - Elsevier
Working with collaborative robots (cobots) can be a potential source of stress for their
operators. However, research on specific factors that affect users' stress levels when working …

Detecting receptivity for mHealth interventions in the natural environment

V Mishra, F Künzler, JN Kramer, E Fleisch… - Proceedings of the …, 2021 - dl.acm.org
Just-In-Time Adaptive Intervention (JITAI) is an emerging technique with great potential to
support health behavior by providing the right type and amount of support at the right time. A …

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 …

Exploring the state-of-receptivity for mHealth interventions

F Künzler, V Mishra, JN Kramer, D Kotz… - Proceedings of the …, 2019 - dl.acm.org
Recent advancements in sensing techniques for mHealth applications have led to
successful development and deployments of several mHealth intervention designs …

[HTML][HTML] Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices

G Vos, K Trinh, Z Sarnyai, MR Azghadi - Journal of Biomedical Informatics, 2023 - Elsevier
Introduction: Advances in wearable sensor technology have enabled the collection of
biomarkers that may correlate with levels of elevated stress. While significant research has …

WiStress: Contactless stress monitoring using wireless signals

U Ha, S Madani, F Adib - Proceedings of the ACM on Interactive, Mobile …, 2021 - dl.acm.org
Stress plays a critical role in our lives, impacting our productivity and our long-term
physiological and psychological well-being. This has motivated the development of stress …

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 …

Wearable devices for the assessment of cognitive effort for human–robot interaction

V Villani, M Righi, L Sabattini, C Secchi - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
This paper is motivated by the need of assessing cognitive effort in affective robotics. In this
context, the ultimate goal is that of assessing the mental state while the subject is interacting …

Promoting operator's wellbeing in Industry 5.0: detecting mental and physical fatigue

V Villani, M Gabbi, L Sabattini - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Building on the benefits of Industry 4.0, Industry 5.0 promotes human-centricity of factories,
placing operator's wellbeing at the center of production. Production processes are expected …