A review on mental stress detection using wearable sensors and machine learning techniques
Stress is an escalated psycho-physiological state of the human body emerging in response
to a challenging event or a demanding condition. Environmental factors that trigger stress …
to a challenging event or a demanding condition. Environmental factors that trigger stress …
[HTML][HTML] Stress detection in daily life scenarios using smart phones and wearable sensors: A survey
Stress has become a significant cause for many diseases in the modern society. Recently,
smartphones, smartwatches and smart wrist-bands have become an integral part of our lives …
smartphones, smartwatches and smart wrist-bands have become an integral part of our lives …
Continuous stress detection using wearable sensors in real life: Algorithmic programming contest case study
The negative effects of mental stress on human health has been known for decades. High-
level stress must be detected at early stages to prevent these negative effects. After the …
level stress must be detected at early stages to prevent these negative effects. After the …
Smartwatches in healthcare medicine: assistance and monitoring; a scoping review
M Masoumian Hosseini… - BMC Medical Informatics …, 2023 - Springer
Smartwatches have become increasingly popular in recent times because of their capacity
to track different health indicators, including heart rate, patterns of sleep, and physical …
to track different health indicators, including heart rate, patterns of sleep, and physical …
Detection of mental fatigue state with wearable ECG devices
S Huang, J Li, P Zhang, W Zhang - International journal of medical …, 2018 - Elsevier
Overwork-related disorders, such as cerebrovascular/cardiovascular diseases (CCVD) and
mental disorders due to overwork, are a major occupational and public health issue …
mental disorders due to overwork, are a major occupational and public health issue …
[PDF][PDF] A scoping review on monitoring mental health using smart wearable devices
N Long, Y Lei, L Peng, P Xu, P Mao - Math. Biosci. Eng, 2022 - aimspress.com
With the continuous development of the times, social competition is becoming increasingly
fierce, people are facing enormous pressure and mental health problems have become …
fierce, people are facing enormous pressure and mental health problems have become …
Heart rate variability-based mental stress detection: an explainable machine learning approach
Stress may be identified by examining changes in everyone's physiological reactions. Due
to its usefulness and non-intrusive appearance, wearable devices have gained popularity in …
to its usefulness and non-intrusive appearance, wearable devices have gained popularity in …
Methods to detect and reduce driver stress: a review
Automobiles are the most common modes of transportation in urban areas. An alert mind is
a prerequisite while driving to avoid tragic accidents; however, driver stress can lead to …
a prerequisite while driving to avoid tragic accidents; however, driver stress can lead to …
Toward soft real-time stress detection using wrist-worn devices for human workspaces
Continuous exposure to stress leads to many health problems and substantial economic
loss in companies. A lot of attention has been given to the development of wearable systems …
loss in companies. A lot of attention has been given to the development of wearable systems …
Modeling mental stress using a deep learning framework
K Masood, MA Alghamdi - IEEE access, 2019 - ieeexplore.ieee.org
In this research proposal, the disparity in stress severity is modeled using a deep learning
framework to determine mental stress. A wireless network sensor platform is used to monitor …
framework to determine mental stress. A wireless network sensor platform is used to monitor …