Towards a youth mental health paradigm: a perspective and roadmap

PJ Uhlhaas, CG Davey, UM Mehta, J Shah… - Molecular …, 2023 - nature.com
Most mental disorders have a typical onset between 12 and 25 years of age, highlighting the
importance of this period for the pathogenesis, diagnosis, and treatment of mental ill-health …

[HTML][HTML] Conversational agent interventions for mental health problems: systematic review and meta-analysis of randomized controlled trials

Y He, L Yang, C Qian, T Li, Z Su, Q Zhang… - Journal of medical Internet …, 2023 - jmir.org
Background Mental health problems are a crucial global public health concern. Owing to
their cost-effectiveness and accessibility, conversational agent interventions (CAIs) are …

KuaiSim: A comprehensive simulator for recommender systems

K Zhao, S Liu, Q Cai, X Zhao, Z Liu… - Advances in …, 2023 - proceedings.neurips.cc
Reinforcement Learning (RL)-based recommender systems (RSs) have garnered
considerable attention due to their ability to learn optimal recommendation policies and …

Interventions in everyday life to improve mental health and reduce symptoms of psychiatric disorders.

AE Kazdin - American psychologist, 2024 - psycnet.apa.org
The high prevalence rates of mental disorders worldwide and the paucity of services
constitute a mental health crisis. The vast majority of people in low-, middle-, and high …

A precision treatment model for internet-delivered cognitive behavioral therapy for anxiety and depression among university students: a secondary analysis of a …

C Benjet, NH Zainal, Y Albor, L Alvis-Barranco… - JAMA …, 2023 - jamanetwork.com
Importance Guided internet-delivered cognitive behavioral therapy (i-CBT) is a low-cost way
to address high unmet need for anxiety and depression treatment. Scalability could be …

Provision of digital health technologies for opioid use disorder treatment by US health care organizations

C Miller-Rosales, NE Morden, MF Brunette… - JAMA Network …, 2023 - jamanetwork.com
Importance Digital health technologies may expand organizational capacity to treat opioid
use disorder (OUD). However, it remains unclear whether these technologies serve as …

Heterogeneity of treatment effects in internet-and mobile-based interventions for depression: A systematic review and meta-analysis

Y Terhorst, T Kaiser, EL Brakemeier, I Moshe… - JAMA Network …, 2024 - jamanetwork.com
Importance While the effects of internet-and mobile-based interventions (IMIs) for depression
have been extensively studied, no systematic evidence is available regarding the …

Remote cognitive behaviour therapy for social anxiety disorder: a meta-analysis

HR Winter, AR Norton, JL Burley… - Journal of Anxiety …, 2023 - Elsevier
Remote cognitive behaviour therapy (CBT) for social anxiety disorder (SAD) has the
potential to improve access to treatment by reducing economic, geographic, and …

[HTML][HTML] Using conversational AI to facilitate mental health assessments and improve clinical efficiency within psychotherapy services: real-world observational study

M Rollwage, J Habicht, K Juechems, B Carrington… - JMIR AI, 2023 - ai.jmir.org
Background: Most mental health care providers face the challenge of increased demand for
psychotherapy in the absence of increased funding or staffing. To overcome this supply …

Hybrid experimental designs for intervention development: what, why, and how

I Nahum-Shani, JJ Dziak, MA Walton… - … in methods and …, 2022 - journals.sagepub.com
Advances in mobile and wireless technologies offer tremendous opportunities for extending
the reach and impact of psychological interventions and for adapting interventions to the …