Pain and stress detection using wearable sensors and devices—A review

J Chen, M Abbod, JS Shieh - Sensors, 2021 - mdpi.com
Pain is a subjective feeling; it is a sensation that every human being must have experienced
all their life. Yet, its mechanism and the way to immune to it is still a question to be …

Mental stress and safety awareness during human-robot collaboration-Review

L Lu, Z Xie, H Wang, L Li, X Xu - Applied ergonomics, 2022 - Elsevier
Human-robot collaboration (HRC) is an emerging research area that has gained
tremendous attention in both academia and industry. Yet, the feature that humans and …

The MuSe 2021 multimodal sentiment analysis challenge: sentiment, emotion, physiological-emotion, and stress

L Stappen, A Baird, L Christ, L Schumann… - Proceedings of the 2nd …, 2021 - dl.acm.org
Multimodal Sentiment Analysis (MuSe) 2021 is a challenge focusing on the tasks of
sentiment and emotion, as well as physiological-emotion and emotion-based stress …

Evaluating different configurations of machine learning models and their transfer learning capabilities for stress detection using heart rate

M Albaladejo-González, JA Ruipérez-Valiente… - Journal of Ambient …, 2023 - Springer
In the twentyfirst-century society, several soft skills are fundamental, such as stress
management, which is considered one of the key ones due to its strong relationship with …

Academic stress detection on university students during COVID-19 outbreak by using an electronic nose and the galvanic skin response

CMD Acevedo, JKC Gómez, CAA Rojas - Biomedical Signal Processing …, 2021 - Elsevier
Academic stress is an emotion that students experience during their time at the university,
sometimes causing physical and mental health effects. Because of the COVID-19 pandemic …

Multimodal hierarchical CNN feature fusion for stress detection

R Kuttala, R Subramanian, VRM Oruganti - IEEE Access, 2023 - ieeexplore.ieee.org
Stress is one of the most severe concerns in modern life. High-level stress can create
various diseases or loss of focus and productivity at work. Being under stress prevents …

Stress monitoring using wearable sensors: IoT techniques in medical field

FM Talaat, RM El-Balka - Neural Computing and Applications, 2023 - Springer
Abstract The concept “Internet of Things”(IoT), which facilitates communication between
linked devices, is relatively new. It refers to the next generation of the Internet. IoT supports …

Use of advanced materials and artificial intelligence in electromyography signal detection and interpretation

S Gao, J Gong, B Chen, B Zhang, F Luo… - Advanced Intelligent …, 2022 - Wiley Online Library
Electromyography (EMG) is an integral part of many biomedical and healthcare applications.
It has been used as a metric for tracking rehabilitation progress and identifying diseases that …

An effective industrial defect classification method under the few-shot setting via two-stream training

Y Cao, W Zhu, J Yang, G Fu, D Lin, Y Cao - Optics and Lasers in …, 2023 - Elsevier
Visual surface defect inspection provides an important tool for product quality assessment in
a wide range of industrial applications. In recent years, diverse convolutional neural network …

The role of selective attention in emergency wayfinding: an eye tracking-integrated virtual reality experiment

J Chen, Y Shi, N Li - Safety science, 2023 - Elsevier
Emergencies, such as fire and earthquake, highly jeopardize human safety in indoor
environments. In emergencies, acute stress activated by the threat of hazards influences …