Frontiers in Digital Health | Digital Mental Health

Original Research

Published on 13 Feb 2026

MATRIX: Mental heAlth diagnostics Through Real time Intelligent unified X-AI attribution reasoning

in Digital Mental Health

Sweety Ramnani
Kaushik Roy
Amit Sheth

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1621271

331 views

Original Research

Accepted on 11 Feb 2026

Co-creating a Program Theory and Evaluability Assessment for an 1 Irish Single-Session, Synchronous Chat-Based Youth Mental Health 2 Intervention: Implications for Outcome Evaluation

in Digital Mental Health

Maria Tibbs
Maeve Dwan O'Reilly
Alexis Carey
Jeff Moore
Amanda Fitzgerald

Frontiers in Digital Health

Systematic Review

Published on 09 Feb 2026

Digital phenotyping for assessment and prediction of interoception, chronic stress, and self-regulation in adults: a scoping review

in Digital Mental Health

Marta Alvarez-Ambrosio
Paloma Chausa
Diego Moreno-Blanco
Alba Roca-Ventura
Ignacio Oropesa
Gabriele Cattaneo
Patricia Sánchez-González
Javier Solana-Sánchez
Enrique J. Gómez

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1710891

601 views

Original Research

Published on 09 Feb 2026

Perspectives on digital therapeutic prescribing: a qualitative study among German psychological psychotherapists

in Digital Mental Health

Karin Panitz
Charlotte Wagenaar
Fatma Sahan
Nadja Kairies-Schwarz
Lisa Guthardt
Jessica T. Bau
Adrian Loerbroks
Markus Vomhof
Maximilian Zinn
Claudia R. Pischke

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1656614

520 views

Clinical Trial

Published on 09 Feb 2026

A two-armed pragmatic randomized controlled trial comparing the effectiveness of two self-compassion interventions at reducing perceived stress

in Digital Mental Health

Lina S. Kalon
Leif Boß
Carmen Wiencke
Anna-Carlotta Zarski
Dirk Lehr

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1680033

435 views

Original Research

Published on 02 Feb 2026

Cognitive training at home for clinically defined insomnia: effects on sleep and psychological functioning

in Digital Mental Health

Jose L. Tapia
Jon Andoni Duñabeitia
F. Javier Puertas

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1725773

719 views

Study Protocol

Accepted on 30 Jan 2026

SPEAK-SAFE: Secure Processing of Electronic Audio for Knowledge in Suicide Assessment from Therapeutic Exchanges

in Digital Mental Health

Christopher Landau
Patricia Getty
Caroline Gruler
Rebekka Stadje
Sofia Arampatzi
Aishik Mandal
Anmol Goel
Iryna Gurevych
Andreas Reif
Oliver Grimm

Frontiers in Digital Health

148 views

Systematic Review

Accepted on 29 Jan 2026

Virtual Reality in Treatment of Psychological Disorders: A Systematic Review

in Digital Mental Health

Dr. Jihane Ghorayeb
Rupa Kalahasthi
Niki Kamkar

Frontiers in Digital Health

415 views

Systematic Review

Accepted on 26 Jan 2026

Digital Health Technologies for Adults with ADHD: A Scoping Review

in Digital Mental Health

Fin James Schofield
Sarah Wilkie
Emily Nielsen
Amberly Brigden
Matt W Jones
Hanna Isotalus

Frontiers in Digital Health

396 views

Original Research

Accepted on 22 Jan 2026

Urban-Rural Disparities in Education's Mediating Role Between Digital Engagement and Depression among Chinese Older Adults

in Digital Mental Health

Guangwen Gong
Haomiao Li
Yuanghang Wang
Yingchun Chen

Frontiers in Digital Health

182 views

Original Research

Published on 20 Jan 2026

The intention to adopt mental mHealth services in emergencies: pre-engagement social determinants of PTSD-Coach app use

in Digital Mental Health

Keren Mazuz

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1737779

737 views

Original Research

Published on 20 Jan 2026

Areaalzheimer: development of a digital platform for caregivers based on the results of a needs analysis and mixed-methods pilot evaluation process

in Digital Mental Health

Desiree Piromalli
María Aurora Cañadas-Romero
Marta Ivirico-Prats
Marc Suárez-Calvet
Ana Beriain Bañares
María Sánchez-Valle
Laia Ortíz-Castelví

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1730903

794 views

Original Research

Published on 12 Jan 2026

Ecological momentary assessments for patients with hereditary angioedema: a feasibility and acceptability controlled study

in Digital Mental Health

Monica Parati
Luca Ranucci
Azzurra Cesoni Marcelli
Lorenza Chiara Zingale
Beatrice De Maria
Clara Gino
Aida Zulueta
Riccardo Sideri
Alessandra Gorini
Francesca Perego

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1693550

704 views

Original Research

Published on 09 Jan 2026

Prioritizing clinical data for psychiatric inpatient dashboards: insights from a nationwide survey of German university centers

in Digital Mental Health

Julian Herpertz
Alina Brockmann
Maike Richter
Rogério Blitz
Marius Gruber
Kira F. Ahrens
Paula Rehm
Ramona Leenings
Luise Victoria Claaß
Jonathan Repple

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1617116

708 views

Original Research

Published on 09 Jan 2026

Wearables and behavioral coding show promise for measuring and predicting severe emotional outbursts in children

in Digital Mental Health

Guido Mascia
Hannah E. Frering
Robert R. Althoff
Erieshell Coney
Diana Hume Rivera
Za’Kiya Toomer-Sanders
Christine Erdie-Lalena
Mary Dame
Laura Beth Brown
Deborah Evans

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1641845

1,030 views

Brief Research Report

Published on 09 Jan 2026

Feasibility of one-month home-based HRV monitoring in ASD: a case study using smart clothing technology

in Digital Mental Health

Soichiro Matsuda
Yurina Shinohara

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1741400

878 views

Original Research

Published on 08 Jan 2026

High-accuracy prediction of mental health scores from English BERT embeddings trained on LLM-generated synthetic self-reports: a synthetic-only method development study

in Digital Mental Health

Birger Moëll
Fredrik Sand Aronsson

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1694464

943 views

Original Research

Published on 08 Jan 2026

A transparent four-feature speech model for depression screening applicable across clinical and community settings, including assisted-living environments

in Digital Mental Health

Kevin Mekulu
Faisal Aqlan
Hui Yang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1675103

625 views

Original Research

Published on 06 Jan 2026

Development and validation of screening tool for excessive and problematic use of internet and digital devices (STEPS-IDD) based on the WHO framework (ICD-11) for addictive behaviours

in Digital Mental Health

Yatan Pal Singh Balhara
Swarndeep Singh
Ilika Guha Majumdar
Ayesha Ayoob
Aastha Singh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1671623

1,195 views

Brief Research Report

Published on 02 Jan 2026

Climbing the ladder: a ranking approach to burnout prediction

in Digital Mental Health

Alvise Dei Rossi
Davide Marzorati
Radoslava Švihrová
Jürg Grossenbacher
Vladislav Kochergin
Max Grossenbacher
Francesca Faraci

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1694666

1,038 views

Opinion

Published on 19 Dec 2025

Leveraging AI-based digital systems in psychological interventions: a research opinion

in Digital Mental Health

Haryasena Panduwiyasa

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1693504

2,305 views

Brief Research Report

Published on 16 Dec 2025

Consensus derived client outcomes and clinician actions for youth online chat mental health services: a Delphi study

in Digital Mental Health

Sonia Curll
Kelly Mazzer
Sabina Albrecht
Skye Barbic
Amanda Fitzgerald
Kairi Kõlves
Nic Telford
Nickolai Titov
Debra Rickwood

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1671364

1,426 views

Original Research

Published on 16 Dec 2025

Public perceptions and emotional trends of psychotherapy: a 15-year analysis across English and Spanish language communities on X (twitter)

in Digital Mental Health

Javier Goena
Juan Pablo Chart-Pascual
Francisco J. Lara-Abelenda
David Chushig-Muzo
Maria Montero-Torres
Ana Gonzalez-Pinto
Guillermo Lahera
Ana Catalan
Miguel Angel Gonzalez-Torres
Mariana Pinto da Costa

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1598237

1,623 views

Correction

Published on 09 Dec 2025

Correction: Improvements in physical activity and depression symptoms: an observational study of users of a multi-modal digital mental health platform

in Digital Mental Health

Camille E. Welcome Chamberlain
Shannon Lindsay
Brooke J. Smith
Sara Sagui Henson
Cynthia Castro Sweet
Sara M. Levens

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1755165

811 views

246 articles

articles

MATRIX: Mental heAlth diagnostics Through Real time Intelligent unified X-AI attribution reasoning

Co-creating a Program Theory and Evaluability Assessment for an 1 Irish Single-Session, Synchronous Chat-Based Youth Mental Health 2 Intervention: Implications for Outcome Evaluation

Digital phenotyping for assessment and prediction of interoception, chronic stress, and self-regulation in adults: a scoping review

Perspectives on digital therapeutic prescribing: a qualitative study among German psychological psychotherapists

A two-armed pragmatic randomized controlled trial comparing the effectiveness of two self-compassion interventions at reducing perceived stress

Cognitive training at home for clinically defined insomnia: effects on sleep and psychological functioning

SPEAK-SAFE: Secure Processing of Electronic Audio for Knowledge in Suicide Assessment from Therapeutic Exchanges

Virtual Reality in Treatment of Psychological Disorders: A Systematic Review

Digital Health Technologies for Adults with ADHD: A Scoping Review

Urban-Rural Disparities in Education's Mediating Role Between Digital Engagement and Depression among Chinese Older Adults

The intention to adopt mental mHealth services in emergencies: pre-engagement social determinants of PTSD-Coach app use

Areaalzheimer: development of a digital platform for caregivers based on the results of a needs analysis and mixed-methods pilot evaluation process

Ecological momentary assessments for patients with hereditary angioedema: a feasibility and acceptability controlled study

Prioritizing clinical data for psychiatric inpatient dashboards: insights from a nationwide survey of German university centers

Wearables and behavioral coding show promise for measuring and predicting severe emotional outbursts in children

Feasibility of one-month home-based HRV monitoring in ASD: a case study using smart clothing technology

High-accuracy prediction of mental health scores from English BERT embeddings trained on LLM-generated synthetic self-reports: a synthetic-only method development study

A transparent four-feature speech model for depression screening applicable across clinical and community settings, including assisted-living environments

Development and validation of screening tool for excessive and problematic use of internet and digital devices (STEPS-IDD) based on the WHO framework (ICD-11) for addictive behaviours

Climbing the ladder: a ranking approach to burnout prediction

Leveraging AI-based digital systems in psychological interventions: a research opinion

Consensus derived client outcomes and clinician actions for youth online chat mental health services: a Delphi study

Public perceptions and emotional trends of psychotherapy: a 15-year analysis across English and Spanish language communities on X (twitter)

Correction: Improvements in physical activity and depression symptoms: an observational study of users of a multi-modal digital mental health platform