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 …

[HTML][HTML] Providing human support for the use of digital mental health interventions: systematic meta-review

A Werntz, S Amado, M Jasman, A Ervin… - Journal of Medical …, 2023 - jmir.org
Background Digital mental health interventions (DMHIs) have been increasingly deployed to
bridge gaps in mental health care, particularly given their promising efficacy. Nevertheless …

Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support

A Sharma, IW Lin, AS Miner, DC Atkins… - Nature Machine …, 2023 - nature.com
Advances in artificial intelligence (AI) are enabling systems that augment and collaborate
with humans to perform simple, mechanistic tasks such as scheduling meetings and …

Helping the helper: Supporting peer counselors via ai-empowered practice and feedback

SL Hsu, RS Shah, P Senthil, Z Ashktorab… - arXiv preprint arXiv …, 2023 - arxiv.org
Millions of users come to online peer counseling platforms to seek support on diverse topics
ranging from relationship stress to anxiety. However, studies show that online peer support …

CBT treatment delivery formats for panic disorder: a systematic review and network meta-analysis of randomised controlled trials

D Papola, G Ostuzzi, F Tedeschi, C Gastaldon… - Psychological …, 2023 - cambridge.org
Several in-person and remote delivery formats of cognitive-behavioural therapy (CBT) for
panic disorder are available, but up-to-date and comprehensive evidence on their …

It's all about beliefs: Believing emotions are uncontrollable is linked to symptoms of anxiety and depression through cognitive reappraisal and expressive suppression

C Deplancke, MP Somerville, A Harrison, L Vuillier - Current Psychology, 2023 - Springer
The aim of this study was to examine the link between personal beliefs about emotion
controllability and symptoms of anxiety and depression, with a particular focus on the …

What four decades of meta-analysis have taught us about youth psychotherapy and the science of research synthesis

JR Weisz, KE Venturo-Conerly… - Annual Review of …, 2023 - annualreviews.org
Intervention scientists have published more than 600 randomized controlled trials (RCTs) of
youth psychotherapies. Four decades of meta-analyses have been used to synthesize the …

[HTML][HTML] The efficacy of self-guided internet and mobile-based interventions for preventing anxiety and depression–A systematic review and meta-analysis

D Edge, ER Watkins, J Limond, J Mugadza - Behaviour Research and …, 2023 - Elsevier
Background Anxiety and depression are highly prevalent mental disorders which are
associated with a considerable personal and economic burden. As treatment alone has a …

Efficacy of stand-alone digital mental health applications for anxiety and depression: a meta-analysis of randomized controlled trials

PL Seegan, MJ Miller, JL Heliste, L Fathi… - Journal of Psychiatric …, 2023 - Elsevier
Background Anxiety and depressive disorders affect 20% of the population, cause functional
impairment, and represent a leading cause of disability. Although evidence-based …

Low intensity psychological interventions for the treatment of feeding and eating disorders: a systematic review and meta-analysis

E Davey, SD Bennett, R Bryant-Waugh, N Micali… - Journal of Eating …, 2023 - Springer
Background Feeding and eating disorders are associated with significant illness burden and
costs, yet access to evidence-based care is limited. Low intensity psychological …