Frontiers in Psychiatry | Digital Mental Health

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

1,947 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

6,686 views
1 citation

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

5,397 views
2 citations

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

2,382 views
1 citation

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

8,167 views
3 citations

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

2,241 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

2,813 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

1,236 views
1 citation

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

1,836 views
1 citation

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

7,063 views
2 citations

Review

Published on 04 Jul 2025

Digital psychiatry: concepts, framework, and implications

in Digital Mental Health

Hairong Wu
Ming D. Li

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1572444

3,137 views

Original Research

Published on 30 Jun 2025

New measurements of digital technology use: the Immersion in Digital Life and Quality of Digital Experience scales

in Digital Mental Health

Joanna Witowska
Ruth Ogden
Christine Schoetensack
Katarzyna Goncikowska
Marc Wittmann
Vanda Černohorská
Nuria Codina
Chantal Martin-Soelch
Mónica Fernández Boente
Georgina Giner

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1595536

6,250 views

Original Research

Published on 26 Jun 2025

Reasons for non-participation and dropout in a longitudinal study of an app-based support service among adult patients in a psychiatric outpatient setting during the COVID-19 pandemic

in Digital Mental Health

Luisa Kaufmann
Sabrina Baldofski
Konstanze Golsong
Elisabeth Kohls
Christine Rummel-Kluge

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1470554

1,956 views

Original Research

Published on 26 Jun 2025

Analysis of psychiatrists’ internet service patterns: a cross-sectional study from China’s largest online mental health platform

in Digital Mental Health

Tiannan Xu
Ruimei Ni
Hongye Wu
Feng Xu
Suqi Song
Xiaoping Yuan
Kai Zhang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1598574

2,461 views

Original Research

Published on 24 Jun 2025

Measurement of schizophrenia symptoms through speech analysis from PANSS interview recordings

in Digital Mental Health

Michelle Worthington
Georgios Efstathiadis
Vijay Yadav
Isaac Galatzer-Levy
Alan Kott
Emanuel Pintilii
Tejendra Patel
Colin Sauder
Inder Kaul
Stephen Brannan

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1571647

3,827 views
1 citation

Original Research

Published on 19 Jun 2025

Persuasive chatbot-based interventions for depression: a list of recommendations for improving reporting standards

in Digital Mental Health

Kerstin Denecke
Octavio Rivera Romero
Rolf Wynn
Elia Gabarron

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1429304

3,762 views

Original Research

Published on 13 Jun 2025

Machine-learning detection of stress severity expressed on a continuous scale using acoustic, verbal, visual, and physiological data: lessons learned

in Digital Mental Health

Marketa Ciharova
Khadicha Amarti
Ward van Breda
Martin J. Gevonden
Sina Ghassemi
Annet Kleiboer
Christiaan H. Vinkers
Milou S. C. Sep
Sophia Trofimova
Alexander C. Cooper

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1548287

4,017 views

Original Research

Published on 09 Jun 2025

Identifying Yalom’s group therapeutic factors in anonymous mental health discussions on Reddit: a mixed-methods analysis using large language models, topic modeling and human supervision

in Digital Mental Health

Drin Ferizaj
Christopher Lalk
Nils Lahmann
Sandra Strube-Lahmann
Julian Rubel

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1503427

7,328 views
1 citation

Original Research

Published on 04 Jun 2025

Developing interactive VR-based digital therapeutics for Acceptance and Commitment Therapy (ACT): a structured framework for the digital transformation integrating gamification and multimodal arts

in Digital Mental Health

Hyungsook Kim
Yoonyoung Choi

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1554394

5,915 views
2 citations

Editorial

Published on 29 May 2025

Editorial: Usable and effective digital health for autism care and treatment

in Digital Mental Health

Wenbing Zhao
Xiongyi Liu
Srinivas Sampalli

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1612647

1,750 views

Original Research

Published on 09 May 2025

Employing large language models for emotion detection in psychotherapy transcripts

in Digital Mental Health

Christopher Lalk
Kim Targan
Tobias Steinbrenner
Jana Schaffrath
Steffen Eberhardt
Brian Schwartz
Antonia Vehlen
Wolfgang Lutz
Julian Rubel

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1504306

5,925 views
4 citations

Original Research

Published on 24 Apr 2025

The association of internet use and cognition among older adults: mediating roles of social networks and depressive symptoms

in Digital Mental Health

Xiuyuan Zhu
Zihan Ni
Xiaoying Zhu
Yi Yang
Shiyu Xie
Xinguo Wang
Xiaoguang Yang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1569022

2,556 views
1 citation

Opinion

Published on 17 Apr 2025

Digital therapeutics for cognitive impairments associated with schizophrenia: our opinion

in Digital Mental Health

Shengtao Sun
Chongyang Li
Xueguang Xie
Xianglong Wan
Tiange Liu
Danyang Li
Dingna Duan
Hao Yu
Dong Wen

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1535309

3,244 views
2 citations

Study Protocol

Published on 14 Apr 2025

Reducing the risk of perinatal depression using an app-based cognitive behavioral therapy program: protocol of a randomized controlled trial

in Digital Mental Health

Li Tang
Hua Qing
Hong Li
Chunfeng Liu
Haijin Wang
Yao Sun
Qian Tan
Yanqiong Wu
Yang Xiao
Jianying Lai

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1544753

3,132 views

305 articles

articles

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

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

Development and evaluation of LLM-based suicide intervention chatbot

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

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

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

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

Graph learning based suicidal ideation detection via tree-drawing test

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

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

Digital psychiatry: concepts, framework, and implications

New measurements of digital technology use: the Immersion in Digital Life and Quality of Digital Experience scales

Reasons for non-participation and dropout in a longitudinal study of an app-based support service among adult patients in a psychiatric outpatient setting during the COVID-19 pandemic

Analysis of psychiatrists’ internet service patterns: a cross-sectional study from China’s largest online mental health platform

Measurement of schizophrenia symptoms through speech analysis from PANSS interview recordings

Persuasive chatbot-based interventions for depression: a list of recommendations for improving reporting standards

Machine-learning detection of stress severity expressed on a continuous scale using acoustic, verbal, visual, and physiological data: lessons learned

Identifying Yalom’s group therapeutic factors in anonymous mental health discussions on Reddit: a mixed-methods analysis using large language models, topic modeling and human supervision

Developing interactive VR-based digital therapeutics for Acceptance and Commitment Therapy (ACT): a structured framework for the digital transformation integrating gamification and multimodal arts

Editorial: Usable and effective digital health for autism care and treatment

Employing large language models for emotion detection in psychotherapy transcripts

The association of internet use and cognition among older adults: mediating roles of social networks and depressive symptoms

Digital therapeutics for cognitive impairments associated with schizophrenia: our opinion

Reducing the risk of perinatal depression using an app-based cognitive behavioral therapy program: protocol of a randomized controlled trial