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 …
Machine learning in mental health: a sco** review of methods and applications
BackgroundThis paper aims to synthesise the literature on machine learning (ML) and big
data applications for mental health, highlighting current research and applications in …
data applications for mental health, highlighting current research and applications in …
[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 …
Stress detection with machine learning and deep learning using multimodal physiological data
P Bobade, M Vani - 2020 Second International Conference on …, 2020 - ieeexplore.ieee.org
Stress is a common part of everyday life that most people have to deal with on various
occasions. However, having long-term stress, or a high degree of stress, will hinder our …
occasions. However, having long-term stress, or a high degree of stress, will hinder our …
The rise of consumer health wearables: promises and barriers
The Rise of Consumer Health Wearables: Promises and Barriers | PLOS Medicine Skip to main
content Advertisement PLOS Medicine Browse Current Issue Journal Archive Special Issues …
content Advertisement PLOS Medicine Browse Current Issue Journal Archive Special Issues …
Pain and stress detection using wearable sensors and devices—A review
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 …
all their life. Yet, its mechanism and the way to immune to it is still a question to be …
Sensors and functionalities of non-invasive wrist-wearable devices: A review
Wearable devices have recently received considerable interest due to their great promise for
a plethora of applications. Increased research efforts are oriented towards a non-invasive …
a plethora of applications. Increased research efforts are oriented towards a non-invasive …
Evaluation of an integrated system of wearable physiological sensors for stress monitoring in working environments by using biological markers
Objective: The objectives of this paper are to develop and test the ability of a wearable
physiological sensors system, based on ECG, EDA, and EEG, to capture human stress and …
physiological sensors system, based on ECG, EDA, and EEG, to capture human stress and …
Electrodermal activity sensor for classification of calm/distress condition
This article introduces a new and unobtrusive wearable monitoring device based on
electrodermal activity (EDA) to be used in health-related computing systems. This paper …
electrodermal activity (EDA) to be used in health-related computing systems. This paper …
[HTML][HTML] Wearable technologies for health research: Opportunities, limitations, and practical and conceptual considerations
One of the most notable limitations of laboratory-based health research is its inability to
continuously monitor health-relevant physiological processes as individuals go about their …
continuously monitor health-relevant physiological processes as individuals go about their …