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 …

How to e-mental health: a guideline for researchers and practitioners using digital technology in the context of mental health

C Seiferth, L Vogel, B Aas, I Brandhorst… - Nature mental …, 2023 - nature.com
Despite an exponentially growing number of digital or e-mental health services,
methodological guidelines for research and practical implementation are scarce. Here we …

[HTML][HTML] The impact of COVID-19 on child and adolescent mental health and treatment considerations

DA Chavira, C Ponting, G Ramos - Behaviour research and therapy, 2022 - ncbi.nlm.nih.gov
The US Surgeon General has warned that young people are facing “devastating” mental
health effects as a result of the challenges experienced by their generation, including the …

Is the uptake, engagement, and effectiveness of exclusively mobile interventions for the promotion of weight‐related behaviors equal for all? A systematic review

D Szinay, CC Forbes, H Busse, A DeSmet… - Obesity …, 2023 - Wiley Online Library
Mobile health interventions are promising behavior change tools. However, there is a
concern that they may benefit some populations less than others and thus widen inequalities …

Equity/equality, diversity and inclusion, and other EDI phrases and EDI policy frameworks: A scoping review

G Wolbring, A Nguyen - Trends in Higher Education, 2023 - mdpi.com
Equity, equality, diversity, inclusion, belonging, dignity, justice, accessibility, accountability,
and decolonization are individual concepts used to engage with problematic social …

[HTML][HTML] The acceptability, engagement, and feasibility of mental health apps for marginalized and underserved young people: systematic review and qualitative study

HA Bear, L Ayala Nunes, G Ramos… - Journal of Medical …, 2024 - jmir.org
Background Smartphone apps may provide an opportunity to deliver mental health
resources and interventions in a scalable and cost-effective manner. However, young …

Assessment of mental health services available through smartphone apps

E Camacho, A Cohen, J Torous - JAMA Network Open, 2022 - jamanetwork.com
Importance As more patients and clinicians are turning to mental health smartphone apps to
expand access to services, little is known about the current state of the app marketplaces …

Between rhetoric and reality: Real-world barriers to uptake and early engagement in digital mental health interventions

J Jardine, C Nadal, S Robinson, A Enrique… - ACM Transactions on …, 2024 - dl.acm.org
Digital mental health interventions (DMHIs) have potential to provide effective and
accessible care to entire populations, but low client uptake and engagement are significant …

State of the science: Using digital mental health interventions to extend the impact of psychological services

G Ramos, R Hernandez-Ramos, M Taylor… - Behavior Therapy, 2024 - Elsevier
In recent years, digital mental health interventions (DMHIs) have emerged as a paradigm
shift in care delivery that could expand the scale, efficiency, and effectiveness of …

[HTML][HTML] Equity in Digital Mental Health Interventions in the United States: Where to Next?

A Robinson, M Flom, VL Forman-Hoffman… - Journal of medical …, 2024 - jmir.org
Health care technologies have the ability to bridge or hinder equitable care. Advocates of
digital mental health interventions (DMHIs) report that such technologies are poised to …