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 …

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 …

The promise of machine learning in predicting treatment outcomes in psychiatry

AM Chekroud, J Bondar, J Delgadillo… - World …, 2021 - Wiley Online Library
For many years, psychiatrists have tried to understand factors involved in response to
medications or psychotherapies, in order to personalize their treatment choices. There is …

[HTML][HTML] A therapeutic relational agent for reducing problematic substance use (Woebot): development and usability study

JJ Prochaska, EA Vogel, A Chieng, M Kendra… - Journal of medical …, 2021 - jmir.org
Background: Misuse of substances is common, can be serious and costly to society, and
often goes untreated due to barriers to accessing care. Woebot is a mental health digital …

Engagement in digital interventions.

I Nahum-Shani, SD Shaw, SM Carpenter… - American …, 2022 - psycnet.apa.org
The notion of “engagement,” which plays an important role in various domains of
psychology, is gaining increased currency as a concept that is critical to the success of …

Designing human-centered AI for mental health: Develo** clinically relevant applications for online CBT treatment

A Thieme, M Hanratty, M Lyons, J Palacios… - ACM Transactions on …, 2023 - dl.acm.org
Recent advances in AI and machine learning (ML) promise significant transformations in the
future delivery of healthcare. Despite a surge in research and development, few works have …

Smartphones and the neuroscience of mental health

CM Gillan, RB Rutledge - Annual Review of Neuroscience, 2021 - annualreviews.org
Improvements in understanding the neurobiological basis of mental illness have
unfortunately not translated into major advances in treatment. At this point, it is clear that …

Digital therapeutics for mental health: is attrition the Achilles heel?

A Nwosu, S Boardman, MM Husain… - Frontiers in …, 2022 - frontiersin.org
Large unmet needs in mental health combined with the stress caused by pandemic
mitigation measures have accelerated the use of digital mental health apps and …

[HTML][HTML] Engagement strategies to improve adherence and retention in web-based mindfulness programs: systematic review

N Winter, L Russell, A Ugalde, V White… - Journal of Medical …, 2022 - jmir.org
Background Web-based mindfulness programs may be beneficial in improving the well-
being outcomes of those living with chronic illnesses. Adherence to programs is a key …

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 …