A call to action on assessing and mitigating bias in artificial intelligence applications for mental health

AC Timmons, JB Duong, N Simo Fiallo… - Perspectives on …, 2023 - journals.sagepub.com
Advances in computer science and data-analytic methods are driving a new era in mental
health research and application. Artificial intelligence (AI) technologies hold the potential to …

Digital interventions for the treatment of depression: A meta-analytic review.

I Moshe, Y Terhorst, P Philippi, M Domhardt… - Psychological …, 2021 - psycnet.apa.org
The high global prevalence of depression, together with the recent acceleration of remote
care owing to the COVID-19 pandemic, has prompted increased interest in the efficacy of …

Artificially intelligent chatbots in digital mental health interventions: a review

EM Boucher, NR Harake, HE Ward… - Expert Review of …, 2021 - Taylor & Francis
Introduction Increasing demand for mental health services and the expanding capabilities of
artificial intelligence (AI) in recent years has driven the development of digital mental health …

[HTML][HTML] Factors influencing adherence to mHealth apps for prevention or management of noncommunicable diseases: systematic review

R Jakob, S Harperink, AM Rudolf, E Fleisch… - Journal of medical …, 2022 - jmir.org
Background Mobile health (mHealth) apps show vast potential in supporting patients and
health care systems with the increasing prevalence and economic costs of …

Acceptability of digital health interventions: embracing the complexity

O Perski, CE Short - Translational behavioral medicine, 2021 - academic.oup.com
Acceptability is a core concept in digital health. Available frameworks have not clearly
articulated why and how researchers, practitioners and policy makers may wish to study the …

Attrition and adherence in smartphone-delivered interventions for mental health problems: A systematic and meta-analytic review.

J Linardon, M Fuller-Tyszkiewicz - Journal of consulting and …, 2020 - psycnet.apa.org
Objectives: Although the efficacy of smartphone-delivered interventions for mental health
problems is emerging, randomized controlled trials (RCTs) of smartphone interventions are …

Effect of engagement with digital interventions on mental health outcomes: a systematic review and meta-analysis

DZQ Gan, L McGillivray, J Han, H Christensen… - Frontiers in digital …, 2021 - frontiersin.org
Digital mental health interventions (DMHIs) present a promising way to address gaps in
mental health service provision. However, the relationship between user engagement and …

[HTML][HTML] Beyond the trial: systematic review of real-world uptake and engagement with digital self-help interventions for depression, low mood, or anxiety

T Fleming, L Bavin, M Lucassen, K Stasiak… - Journal of medical …, 2018 - jmir.org
Background Digital self-help interventions (including online or computerized programs and
apps) for common mental health issues have been shown to be appealing, engaging, and …

[HTML][HTML] Mobile apps that promote emotion regulation, positive mental health, and well-being in the general population: systematic review and meta-analysis

M Eisenstadt, S Liverpool, E Infanti, RM Ciuvat… - JMIR mental …, 2021 - mental.jmir.org
Background: Among the general public, there appears to be a growing need and interest in
receiving digital mental health and well-being support. In response to this, mental health …

Conceptualising engagement with digital behaviour change interventions: a systematic review using principles from critical interpretive synthesis

O Perski, A Blandford, R West… - Translational behavioral …, 2017 - academic.oup.com
Abstract “Engagement” with digital behaviour change interventions (DBCIs) is considered
important for their effectiveness. Evaluating engagement is therefore a priority; however, a …