Multilevel mental stress detection using ultra-short pulse rate variability series
Prolonged exposure to mental stress reduces human work efficiency in daily life and may
increase the risk of diabetes and cardiovascular diseases. However, identification of the true …
increase the risk of diabetes and cardiovascular diseases. However, identification of the true …
Stress detection using low cost heart rate sensors
M Salai, I Vassányi, I Kósa - Journal of healthcare engineering, 2016 - Wiley Online Library
The automated detection of stress is a central problem for ambient assisted living solutions.
The paper presents the concepts and results of two studies targeted at stress detection with …
The paper presents the concepts and results of two studies targeted at stress detection with …
Application experiences using IoT devices in education
The Internet of Things (IoT) is becoming a regular part of our lives. The devices can be used
in many sectors, such as education and in the learning process. The article describes the …
in many sectors, such as education and in the learning process. The article describes the …
Efficient methods for acute stress detection using heart rate variability data from Ambient Assisted Living sensors
B Szakonyi, I Vassányi, E Schumacher… - Biomedical engineering …, 2021 - Springer
Abstract Background Using Ambient Assisted Living sensors to detect acute stress could
help people mitigate the harmful effects of everyday stressful situations. This would help …
help people mitigate the harmful effects of everyday stressful situations. This would help …
[PDF][PDF] A machine learning approach for stress detection using a wireless physical activity tracker
B Padmaja, VVR Prasad… - International Journal of …, 2018 - researchgate.net
Stress is a psychological condition that reduces the quality of sleep and affects every facet of
life. This paper provides an effective method for the detection of cognitive stress levels using …
life. This paper provides an effective method for the detection of cognitive stress levels using …
Study of human comfort in autonomous vehicles using wearable sensors
The rapid development of autonomous vehicles (AVs) has depicted a promising future of a
safer and more efficient transportation system. To better induce this revolution, massive …
safer and more efficient transportation system. To better induce this revolution, massive …
Monitoring the level of hypnosis using a hierarchical SVM system
Monitoring level of hypnosis is a major ongoing challenge for anesthetists to reduce
anesthetic drug consumption, avoiding intraoperative awareness and prolonged recovery …
anesthetic drug consumption, avoiding intraoperative awareness and prolonged recovery …
An explainable fuzzy theoretic nonparametric deep model for stress assessment using heartbeat intervals analysis
M Kumar, W Zhang, M Weippert… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article presents an explainable fuzzy theoretic nonparametric deep model for an
analysis of heart rate variability in application to stress assessment. We are concerned with …
analysis of heart rate variability in application to stress assessment. We are concerned with …
Fast Multilevel Mental Stress Identification From Bispectrum-Based Heart Rate Variability Feature
Fast and accurate identification of mental stress is critical to reducing its risk to human health
and the related consequences in industry. This study proposed a bispectrum-based feature …
and the related consequences in industry. This study proposed a bispectrum-based feature …
[HTML][HTML] AI-enabled remote and objective quantification of stress at scale
AH Al-Jebrni, B Chwyl, XY Wang, A Wong… - … Signal Processing and …, 2020 - Elsevier
Background Accurate measurement of human stress at scale is a major mHealth challenge.
Here we explore the potential for deep neural networks (DNNs) to improve remote and …
Here we explore the potential for deep neural networks (DNNs) to improve remote and …