Frontiers in Psychiatry | Digital Mental Health

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

373 views

Original Research

Accepted on 10 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

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

756 views

Original Research

Accepted on 05 Jun 2025

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

in Digital Mental Health

Loujain Saud 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

1,108 views

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

984 views

Original Research

Accepted on 03 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 Sarah 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

215 views

Original Research

Accepted on 02 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

557 views

Original Research

Accepted on 30 May 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

155 views

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

763 views

Original Research

Accepted on 15 May 2025

Measurement of schizophrenia symptoms through speech analysis from PANSS interview recordings

in Digital Mental Health

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

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1571647

348 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

1,538 views

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

956 views

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

1,231 views

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

1,264 views

Hypothesis and Theory

Published on 07 Apr 2025

Artificial intelligence and psychoanalysis: is it time for psychoanalyst.AI?

in Digital Mental Health

Thomas Rabeyron

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1558513

3,129 views

Original Research

Published on 07 Apr 2025

Hidden social and emotional competencies in autism spectrum disorders captured through the digital lens

in Digital Mental Health

Elizabeth B. Torres
Joe Vero
Neel Drain
Richa Rai
Theodoros Bermperidis

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1559202

4,202 views