Smart devices and wearable technologies to detect and monitor mental health conditions and stress: A systematic review

BA Hickey, T Chalmers, P Newton, CT Lin, D Sibbritt… - Sensors, 2021 - mdpi.com
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 …

Self-Management of Subclinical Common Mental Health Disorders (Anxiety, Depression and Sleep Disorders) Using Wearable Devices

T Robinson, J Condell, E Ramsey… - International journal of …, 2023 - mdpi.com
Rationale: Common mental health disorders (CMD)(anxiety, depression, and sleep
disorders) are among the leading causes of disease burden globally. The economic burden …

Enhancing Stress Detection: A Comprehensive Approach through rPPG Analysis and Deep Learning Techniques

L Fontes, P Machado, D Vinkemeier, S Yahaya, JJ Bird… - Sensors, 2024 - mdpi.com
Stress has emerged as a major concern in modern society, significantly impacting human
health and well-being. Statistical evidence underscores the extensive social influence of …

Wearables for Stress Management: A Scoping Review

ML González Ramírez, JP García Vázquez… - Healthcare, 2023 - mdpi.com
In recent years, wearable devices have been increasingly used to monitor people's health.
This has helped healthcare professionals provide timely interventions to support their …

[HTML][HTML] Measuring health-related quality of life with multimodal data

I Clay, F Cormack, S Fedor, L Foschini, G Gentile… - Journal of medical …, 2022 - jmir.org
The ability to objectively measure aspects of performance and behavior is a fundamental
pillar of digital health, enabling digital wellness products, decentralized trial concepts …

Stress-induced increase in heart-rate during sleep as an indicator of PTSD risk among combat soldiers

L Simon, S Levi, S Shapira, R Admon - Sleep, 2025 - academic.oup.com
Abstract Study Objectives Discerning the differential contribution of sleep behavior and
sleep physiology to the subsequent development of posttraumatic-stress-disorder (PTSD) …

Is reduced heart rate variability associated with functional somatic disorders? A cross-sectional population-based study; DanFunD

T Jørgensen, TM Dantoft, MW Petersen, L Gormsen… - BMJ open, 2024 - bmjopen.bmj.com
Objectives It has been hypothesised that functional somatic disorders (FSD) could be
initiated by sympathetic predominance in the autonomic nervous system as measured by …

Predicting chronic stress among healthy females using daily-life physiological and lifestyle features from wearable sensors

N Magal, SL Rab, P Goldstein, L Simon… - Chronic …, 2022 - journals.sagepub.com
Background Chronic stress is a highly prevalent condition that may stem from different
sources and can substantially impact physiology and behavior, potentially leading to …

A Review of Tools and Methods for Detection, Analysis, and Prediction of Allostatic Load Due to Workplace Stress

K Magtibay, K Umapathy - IEEE Transactions on Affective …, 2023 - ieeexplore.ieee.org
Chronic stress risks an individual's overall well-being. Chronic stress is associated with
allostatic load, the body's wear-and-tear due to prolonged heightened physiological and …

Identifying Periods of Cyclical Stress in University Students Using Wearables In-the-Wild

P Neigel, A Vargo, B Tag, K Kise - arXiv preprint arXiv:2402.11823, 2024 - arxiv.org
University students encounter various forms of stress during their academic journey,
including cyclical stress associated with final exams. Supporting their well-being means …