[HTML][HTML] Application of data fusion for automated detection of children with developmental and mental disorders: A systematic review of the last decade

SK Khare, S March, PD Barua, VM Gadre, UR Acharya - Information Fusion, 2023 - Elsevier
Mental health is a basic need for a sustainable and developing society. The prevalence and
financial burden of mental illness have increased globally, and especially in response to …

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 …

A review on mental stress assessment methods using EEG signals

R Katmah, F Al-Shargie, U Tariq, F Babiloni… - Sensors, 2021 - mdpi.com
Mental stress is one of the serious factors that lead to many health problems. Scientists and
physicians have developed various tools to assess the level of mental stress in its early …

Electrocardiogram-based emotion recognition systems and their applications in healthcare—a review

MA Hasnul, NAA Aziz, S Alelyani, M Mohana, AA Aziz - Sensors, 2021 - mdpi.com
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 …

A review, current challenges, and future possibilities on emotion recognition using machine learning and physiological signals

PJ Bota, C Wang, ALN Fred, HP Da Silva - IEEE access, 2019 - ieeexplore.ieee.org
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 …

Driving-induced neurological biomarkers in an advanced driver-assistance system

I Hussain, S Young, SJ Park - Sensors, 2021 - mdpi.com
Physiological signals are immediate and sensitive to neurological changes resulting from
the mental workload induced by various driving environments and are considered a …

Academic stress detection on university students during COVID-19 outbreak by using an electronic nose and the galvanic skin response

CMD Acevedo, JKC Gómez, CAA Rojas - Biomedical Signal Processing …, 2021 - Elsevier
Academic stress is an emotion that students experience during their time at the university,
sometimes causing physical and mental health effects. Because of the COVID-19 pandemic …

Real-time mental stress detection using multimodality expressions with a deep learning framework

J Zhang, H Yin, J Zhang, G Yang, J Qin… - Frontiers in …, 2022 - frontiersin.org
Mental stress is becoming increasingly widespread and gradually severe in modern society,
threatening people's physical and mental health. To avoid the adverse effects of stress on …

EEG based evaluation of examination stress and test anxiety among college students

VG Rajendran, S Jayalalitha, K Adalarasu - Irbm, 2022 - Elsevier
Background Adolescence is a crucial chapter in life and the presence of stress, depression,
and anxiety at this stage is a great concern. Prolonged stress is one of the risk factors that …

Objective stress monitoring based on wearable sensors in everyday settings

HJ Han, S Labbaf, JL Borelli, N Dutt… - Journal of Medical …, 2020 - Taylor & Francis
Monitoring people's stress levels has become an essential part of behavioural studies for
physical and mental illnesses conducted within the biopsychosocial framework. There have …