A dynamical systems view of psychiatric disorders—theory: a review

M Scheffer, CL Bockting, D Borsboom, R Cools… - JAMA …, 2024 - jamanetwork.com
Importance Psychiatric disorders may come and go with symptoms changing over a lifetime.
This suggests the need for a paradigm shift in diagnosis and treatment. Here we present a …

The digital revolution and its impact on mental health care

S Bucci, M Schwannauer… - … and Psychotherapy: Theory …, 2019 - Wiley Online Library
The digital revolution is evolving at an unstoppable pace. Alongside the unprecedented
explosion of digital technology facilities and systems, mental health care is under greater …

Psychiatric diagnosis and treatment in the 21st century: paradigm shifts versus incremental integration

DJ Stein, SJ Shoptaw, DV Vigo, C Lund… - World …, 2022 - Wiley Online Library
Psychiatry has always been characterized by a range of different models of and approaches
to mental disorder, which have sometimes brought progress in clinical practice, but have …

The “online brain”: how the Internet may be changing our cognition

J Firth, J Torous, B Stubbs, JA Firth, GZ Steiner… - World …, 2019 - Wiley Online Library
The impact of the Internet across multiple aspects of modern society is clear. However, the
influence that it may have on our brain structure and functioning remains a central topic of …

Empirical evidence of mental health risks posed by climate change

N Obradovich, R Migliorini, MP Paulus… - Proceedings of the …, 2018 - pnas.org
Sound mental health—a critical facet of human wellbeing—has the potential to be
undermined by climate change. Few large-scale studies have empirically examined this …

Insights from user reviews to improve mental health apps

F Alqahtani, R Orji - Health informatics journal, 2020 - journals.sagepub.com
Mental health applications hold great promise as interventions for addressing common
mental issues. Although many people with mental health issues use mobile app …

Predicting symptoms of depression and anxiety using smartphone and wearable data

I Moshe, Y Terhorst, K Opoku Asare, LB Sander… - Frontiers in …, 2021 - frontiersin.org
Background: Depression and anxiety are leading causes of disability worldwide but often
remain undetected and untreated. Smartphone and wearable devices may offer a unique …

[HTML][HTML] Assessment of the data sharing and privacy practices of smartphone apps for depression and smoking cessation

K Huckvale, J Torous, ME Larsen - JAMA network open, 2019 - jamanetwork.com
Importance Inadequate privacy disclosures have repeatedly been identified by cross-
sectional surveys of health applications (apps), including apps for mental health and …

User engagement in mental health apps: a review of measurement, reporting, and validity

MM Ng, J Firth, M Minen, J Torous - Psychiatric Services, 2019 - psychiatryonline.org
Objective: Despite the potential benefits of mobile mental health apps, real-world results
indicate engagement issues because of low uptake and sustained use. This review …

[HTML][HTML] A hybrid mental health prediction model using Support Vector Machine, Multilayer Perceptron, and Random Forest algorithms

ES Mohamed, TA Naqishbandi, SAC Bukhari, I Rauf… - Healthcare …, 2023 - Elsevier
The prevalence and burden of mental health disorders are on the rise in conflict zones, and
if left untreated, they can lead to considerable lifetime disability. Following the repeal of …