Application of artificial intelligence in wearable devices: Opportunities and challenges

D Nahavandi, R Alizadehsani, A Khosravi… - Computer Methods and …, 2022 - Elsevier
Background and objectives: Wearable technologies have added completely new and fast
emerging tools to the popular field of personal gadgets. Aside from being fashionable and …

Review on psychological stress detection using biosignals

G Giannakakis, D Grigoriadis… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This review investigates the effects of psychological stress on the human body measured
through biosignals. When a potentially threatening stimulus is perceived, a cascade of …

Introducing wesad, a multimodal dataset for wearable stress and affect detection

P Schmidt, A Reiss, R Duerichen, C Marberger… - Proceedings of the 20th …, 2018 - dl.acm.org
Affect recognition aims to detect a person's affective state based on observables, with the
goal to eg improve human-computer interaction. Long-term stress is known to have severe …

Innovations in electrodermal activity data collection and signal processing: A systematic review

HF Posada-Quintero, KH Chon - Sensors, 2020 - mdpi.com
The electrodermal activity (EDA) signal is an electrical manifestation of the sympathetic
innervation of the sweat glands. EDA has a history in psychophysiological (including …

[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 …

Wearable sensors for remote health monitoring

S Majumder, T Mondal, MJ Deen - Sensors, 2017 - mdpi.com
Life expectancy in most countries has been increasing continually over the several few
decades thanks to significant improvements in medicine, public health, as well as personal …

Emotion recognition in immersive virtual reality: From statistics to affective computing

J Marín-Morales, C Llinares, J Guixeres, M Alcañiz - Sensors, 2020 - mdpi.com
Emotions play a critical role in our daily lives, so the understanding and recognition of
emotional responses is crucial for human research. Affective computing research has mostly …

The validity of physiological measures to identify differences in intrinsic cognitive load

P Ayres, JY Lee, F Paas… - Frontiers in …, 2021 - frontiersin.org
A sample of 33 experiments was extracted from the Web-of-Science database over a 5-year
period (2016–2020) that used physiological measures to measure intrinsic cognitive load …

[HTML][HTML] Identifying objective physiological markers and modifiable behaviors for self-reported stress and mental health status using wearable sensors and mobile …

A Sano, S Taylor, AW McHill, AJK Phillips… - Journal of medical …, 2018 - jmir.org
Background Wearable and mobile devices that capture multimodal data have the potential
to identify risk factors for high stress and poor mental health and to provide information to …

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 …