Frontiers in Psychiatry | Digital Mental Health

Original Research

Published on 07 Aug 2025

Pathological and non-pathological hikikomori: social media use, digital engagement, and therapeutic implications

in Digital Mental Health

Jeff Gavin
Mark Brosnan
Richard Joiner

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1596504

541 views

Original Research

Published on 07 Aug 2025

Smartphone sensor-based depression detection in campus environments: a proof-of-concept study with small-sample behavioral analysis

in Digital Mental Health

Yichen Bai
Yueze Liu
Yang Zhang
Amr Tolba

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1468334

456 views

Data Report

Published on 06 Aug 2025

Evaluation of large language models on mental health: from knowledge test to illness diagnosis

in Digital Mental Health

Yijun Xu
Zhaoxi Fang
Weinan Lin
Yue Jiang
Wen Jin
Prasanalakshmi Balaji
Jiangda Wang
Ting Xia

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1646974

616 views

Original Research

Published on 05 Aug 2025

Development and evaluation of LLM-based suicide intervention chatbot

in Digital Mental Health

Xueting Cui
Yun Gu
Hui Fang
Tingshao Zhu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1634714

696 views

Original Research

Accepted on 29 Jul 2025

Predicting Suicidality in People Living with HIV in Uganda: A Machine Learning Approach

in Digital Mental Health

Anthony Batamye Mutema
Linda Lillian
Daudi Jjingo
Segun Fatumo
Eugene Kinyanda
Allan Kalungi

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1584335

Original Research

Accepted on 25 Jul 2025

Assessing TDApp: an An AI-Based Clinical Decision Support System for ADHD Treatment Recommendations

in Digital Mental Health

Evgenia Baykova
Òscar Raya
Cristina Lombardía
Begoña Gonzalvo
Inés Andreu
David Losada
Tania Falkenhain
Ruth Cunill
Domènec Serrano
David Rigau

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1582746

304 views

Original Research

Accepted on 25 Jul 2025

A qualitative study of the Stress Autism Mate (SAM) app among Autistic Adults: user experiences and effects on stress awareness and coping skills

in Digital Mental Health

Kirsten Hoeberichts
Yvette Roke
Frank Damen
Irene M.W. Niks
Peter N Van Harten

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1637008

264 views

Original Research

Published on 25 Jul 2025

Psychotherapist remarks’ ML classifier: insights from LLM and topic modeling application

in Digital Mental Health

Alexander Vanin
Vadim Bolshev
Anastasia Panfilova

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1608163

878 views

Original Research

Accepted on 22 Jul 2025

Digital Mental Health in Italy: findings from the multicentric DIGIT-PSY Study

in Digital Mental Health

Laura Orsolini
Giulio Longo
Mario Luciano
Gaia Sampogna
Andrea Aguglia
Stefano Barlati
Giuseppe Blasi
Paola Calò
Claudia Carmassi
Giuseppe Carrà

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1642455

306 views

Systematic Review

Published on 22 Jul 2025

Implementation of generative AI for the assessment and treatment of autism spectrum disorders: a scoping review

in Digital Mental Health

Jun-Seok Sohn
Eojin Lee
Jae-Jin Kim
Hyang-Kyeong Oh
Eunjoo Kim

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1628216

1,629 views

Original Research

Published on 22 Jul 2025

Local adaptation and validation of a transdiagnostic risk calculator for first episode psychosis using mental health patient records

in Digital Mental Health

Elizabeth Ford
James Stone
Dominic Oliver
Benjamin Fell
Gloria Roque
Sam Robertson
Paolo Fusar-Poli
Kathryn Greenwood

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1584719

1,072 views

Systematic Review

Accepted on 21 Jul 2025

Digital Resilience Interventions for Healthcare Workers: A Systematic Review

in Digital Mental Health

Malin Larsson
Dominic M Ho
Matthias Kirschner
Erich Seifritz
Andrei Manoliu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1519670

223 views

Clinical Trial

Published on 21 Jul 2025

Bridging the gap in mental health literacy: co-adapting and feasibility testing a digital intervention to improve mental health literacy amongst young people aged 12–14 in the UK

in Digital Mental Health

Emily Vicary
Helen Brierley
Jack Wilkinson
Melody Adesina
Penny Bee
Karina Lovell
Naz Uzun
Emily Bee
Helen Brooks

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1546109

1,219 views

Original Research

Published on 18 Jul 2025

Graph learning based suicidal ideation detection via tree-drawing test

in Digital Mental Health

Ye Liu
Jiashuo Zheng
Yang Zeng
Fang Luo
Xuetao Tian

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1617650

575 views

Original Research

Published on 17 Jul 2025

Relationship between personality and sleep: a dual validation study combining empirical and big data-driven approaches

in Digital Mental Health

Lei Cao
Jiake Wu
Mengyao Wang
Liang Zhao
Xin Wang
Bowen Yao
Qi Li

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1596269

657 views

Original Research

Published on 10 Jul 2025

Perceptions of mental health professionals towards artificial intelligence in mental healthcare: a cross-sectional study

in Digital Mental Health

Loujain Sharif
Reem Almabadi
Alhanouf Alahmari
Fai Alqurashi
Fidaa Alsahafi
Shahad Qusti
Walaa Akash
Alaa Mahsoon
Dev Bandhu Poudel
Khalid Sharif

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1601456

2,722 views