[HTML][HTML] Digital phenotyping of mental health using multimodal sensing of multiple situations of interest: A systematic literature review

I Moura, A Teles, D Viana, J Marques… - Journal of Biomedical …, 2023 - Elsevier
Many studies have used Digital Phenotyping of Mental Health (DPMH) to complement
classic methods of mental health assessment and monitoring. This research area proposes …

Methods in digital mental health: smartphone-based assessment and intervention for stress, anxiety, and depression

T Kolenik - Integrating Artificial Intelligence and IoT for Advanced …, 2022 - Springer
Technological embeddedness into everyday life and interconnectivity between omnipresent
devices, termed the Internet of Things (IoT), have spurned a dedicated research venture in …

Passive monitoring of physiological precursors of stress leveraging smartwatch data

S Fazeli, L Levine, M Beikzadeh… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Developing the capability to continuously and noninvasively monitor the mental health
status of individuals is a critical focus in the mHealth domain. The use of passively …

Detecting Longitudinal Trends between Passively Collected Phone Use and Anxiety among College Students

JA Gyorda, D Lekkas, NC Jacobson - Digital Biomarkers, 2024 - karger.com
Introduction: Existing theories and empirical works link phone use with anxiety; however,
most leverage subjective self-reports of phone use (eg, validated questionnaires) that may …

[HTML][HTML] Clinician and Patient Perspectives on the Use of Passive Mobile Monitoring and Self-Tracking for Patients With Serious Mental Illness: User-Centered …

M Medich, SL Cannedy, LC Hoffmann… - JMIR Human …, 2023 - humanfactors.jmir.org
Background Early intervention in mental health crises can prevent negative outcomes. A
promising new direction is remote mental health monitoring using smartphone technology to …

A Self-supervised Framework for Improved Data-Driven Monitoring of Stress via Multi-modal Passive Sensing

S Fazeli, L Levine, M Beikzadeh… - … on Digital Health …, 2023 - ieeexplore.ieee.org
Recent advances in remote health monitoring systems have significantly benefited patients
and played a crucial role in improving their quality of life. However, while physiological …

Bowtie Analysis of Pilot Depression and Barrier-Based Risk Management

F Campion, R Danan, B Hayes, J Helleberg, L Levine - 2024 - rosap.ntl.bts.gov
The concept of barrier management–implementing and assuring a range of controls to
protect against the risk of major losses–is widely used across high-hazard industries such as …

Digital Shift: Assessment of Mental States Through Passive Mobile Sensing

E Krajchevska, N Petreska, O Handjiski… - … Conference on ICT …, 2021 - Springer
Stress remains a prevalent risk factor associated with various diseases. As humanity enters
a stage of enforced confinement as a response to the recent pandemic, cases of anxiety …