Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms

S Hornstein, K Zantvoort, U Lueken, B Funk… - Frontiers in digital …, 2023 - frontiersin.org
Introduction Personalization is a much-discussed approach to improve adherence and
outcomes for Digital Mental Health interventions (DMHIs). Yet, major questions remain open …

[HTML][HTML] Implementation of cognitive behavioral therapy in e–mental health apps: literature review

K Denecke, N Schmid, S Nüssli - Journal of medical Internet research, 2022 - jmir.org
Background: To address the matter of limited resources for treating individuals with mental
disorders, e–mental health has gained interest in recent years. More specifically, mobile …

From reflection to action: Combining machine learning with expert knowledge for nutrition goal recommendations

E G. Mitchell, E M. Heitkemper… - Proceedings of the …, 2021 - dl.acm.org
Self-tracking can help personalize self-management interventions for chronic conditions like
type 2 diabetes (T2D), but reflecting on personal data requires motivation and literacy …

[HTML][HTML] Designing personalised mHealth solutions: An overview

O Rivera-Romero, E Gabarron, J Ropero… - Journal of Biomedical …, 2023 - Elsevier
Introduction Mobile health, or mHealth, is based on mobile information and communication
technologies and provides solutions for empowering individuals to participate in healthcare …

Unaccompanied migrant youth and mental health technologies: A social-ecological approach to understanding and designing

F Tachtler, R Talhouk, T Michel, P Slovak… - Proceedings of the …, 2021 - dl.acm.org
Research increasingly shows that technology can improve access to mental health
interventions. However, unaccompanied migrant youth (UMY) still struggle in accessing …

User perspectives and ethical experiences of apps for depression: A qualitative analysis of user reviews

D Bowie-DaBreo, C Sas, H Iles-Smith… - Proceedings of the 2022 …, 2022 - dl.acm.org
Apps for depression can increase access to mental health care but concerns abound with
disparities between academic development of apps and those available through app stores …

Health recommender systems development, usage, and evaluation from 2010 to 2022: A scoping review

Y Cai, F Yu, M Kumar, R Gladney… - International Journal of …, 2022 - mdpi.com
A health recommender system (HRS) provides a user with personalized medical information
based on the user's health profile. This scoping review aims to identify and summarize the …

[HTML][HTML] AwarNS: A framework for developing context-aware reactive mobile applications for health and mental health

A González-Pérez, M Matey-Sanz, C Granell… - Journal of Biomedical …, 2023 - Elsevier
In recent years, interest and investment in health and mental health smartphone apps have
grown significantly. However, this growth has not been followed by an increase in quality …

Exploring the added effect of three recommender system techniques in mobile health interventions for physical activity: a longitudinal randomized controlled trial

I Coppens, T De Pessemier, L Martens - User Modeling and User-Adapted …, 2024 - Springer
Physical inactivity is a public health issue. Mobile health interventions to promote physical
activity often still experience dropout, resulting in people not adhering to the interventions …

Experiences of a speech-enabled conversational agent for the self-report of well-being among people living with affective disorders: an in-the-wild study

R Maharjan, K Doherty, DA Rohani… - ACM Transactions on …, 2022 - dl.acm.org
The growing commercial success of smart speaker devices following recent advancements
in speech recognition technology has surfaced new opportunities for collecting self-reported …