A review on mental stress detection using wearable sensors and machine learning techniques

S Gedam, S Paul - IEEE Access, 2021 - ieeexplore.ieee.org
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 …

Machine learning in mental health: a sco** review of methods and applications

ABR Shatte, DM Hutchinson, SJ Teague - Psychological medicine, 2019 - cambridge.org
BackgroundThis paper aims to synthesise the literature on machine learning (ML) and big
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

YS Can, B Arnrich, C Ersoy - Journal of biomedical informatics, 2019 - Elsevier
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 …

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 …

The rise of consumer health wearables: promises and barriers

L Piwek, DA Ellis, S Andrews, A Joinson - PLoS medicine, 2016 - journals.plos.org
The Rise of Consumer Health Wearables: Promises and Barriers | PLOS Medicine Skip to main
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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 …

Sensors and functionalities of non-invasive wrist-wearable devices: A review

A Kamišalić, I Fister Jr, M Turkanović, S Karakatič - Sensors, 2018 - mdpi.com
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 …

Evaluation of an integrated system of wearable physiological sensors for stress monitoring in working environments by using biological markers

S Betti, RM Lova, E Rovini, G Acerbi… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
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 …

Electrodermal activity sensor for classification of calm/distress condition

R Zangróniz, A Martínez-Rodrigo, JM Pastor, MT López… - Sensors, 2017 - mdpi.com
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 …

[HTML][HTML] Wearable technologies for health research: Opportunities, limitations, and practical and conceptual considerations

LG Roos, GM Slavich - Brain, Behavior, and Immunity, 2023 - Elsevier
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 …