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 …
through biosignals. When a potentially threatening stimulus is perceived, a cascade of …
[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 …
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 …
goal to eg improve human-computer interaction. Long-term stress is known to have severe …
[HTML][HTML] Electrocardiogram-based emotion recognition systems and their applications in healthcare—a review
Affective computing is a field of study that integrates human affects and emotions with
artificial intelligence into systems or devices. A system or device with affective computing is …
artificial intelligence into systems or devices. A system or device with affective computing is …
[HTML][HTML] Smart devices and wearable technologies to detect and monitor mental health conditions and stress: A systematic review
Recently, there has been an increase in the production of devices to monitor mental health
and stress as means for expediting detection, and subsequent management of these …
and stress as means for expediting detection, and subsequent management of these …
A review, current challenges, and future possibilities on emotion recognition using machine learning and physiological signals
The seminal work on Affective Computing in 1995 by Picard set the base for computing that
relates to, arises from, or influences emotions. Affective computing is a multidisciplinary field …
relates to, arises from, or influences emotions. Affective computing is a multidisciplinary field …
[HTML][HTML] Monitoring stress with a wrist device using context
Being able to detect stress as it occurs can greatly contribute to dealing with its negative
health and economic consequences. However, detecting stress in real life with an …
health and economic consequences. However, detecting stress in real life with an …
[HTML][HTML] Wearable-based affect recognition—A review
Affect recognition is an interdisciplinary research field bringing together researchers from
natural and social sciences. Affect recognition research aims to detect the affective state of a …
natural and social sciences. Affect recognition research aims to detect the affective state of a …
Efficacy of contextually tailored suggestions for physical activity: a micro-randomized optimization trial of HeartSteps
Background HeartSteps is an mHealth intervention that encourages regular walking via
activity suggestions tailored to the individuals' current context. Purpose We conducted a …
activity suggestions tailored to the individuals' current context. Purpose We conducted a …
CrossCheck: toward passive sensing and detection of mental health changes in people with schizophrenia
Early detection of mental health changes in individuals with serious mental illness is critical
for effective intervention. CrossCheck is the first step towards the passive monitoring of …
for effective intervention. CrossCheck is the first step towards the passive monitoring of …