Frontiers in Digital Health | Digital Mental Health

Original Research

Published on 03 Apr 2025

Recovery in personality disorders: the development and preliminary testing of a novel natural language processing model to identify recovery in mental health electronic records

in Digital Mental Health

Giouliana Kadra-Scalzo
Jaya Chaturvedi
Oliver Dale
Richard D. Hayes
Lifang Li
Shaza Mahmood
Jonathan Monk-Cunliffe
Angus Roberts
Paul Moran

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1544781

2,354 views

Original Research

Published on 18 Mar 2025

Digital stress and friendship conflict in adolescence: the role of perceived norms and features of social media

in Digital Mental Health

Federica Angelini
Gianluca Gini

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1497222

9,360 views
4 citations

Original Research

Published on 13 Mar 2025

Self-initiated humour protocol: a pilot study with an AI agent

in Digital Mental Health

Abbas Edalat
Ruoyu Hu
Zeena Patel
Neophytos Polydorou
Frank Ryan
Dasha Nicholls

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1530131

6,281 views
3 citations

Mini Review

Published on 13 Mar 2025

Promoting mental health in the age of new digital tools: balancing challenges and opportunities of social media, chatbots, and wearables

in Digital Mental Health

Julien Coelho
Florian Pécune
Jean-Arthur Micoulaud-Franchi
Bernard Bioulac
Pierre Philip

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1560580

16,506 views
12 citations

Brief Research Report

Published on 12 Mar 2025

Impact on women's body satisfaction of exposure to postpartum imagery on social media

in Digital Mental Health

Megan L. Gow
Maddison Henderson
Amanda Henry
Lynne Roberts
Heike Roth

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1379337

8,621 views

Mini Review

Published on 25 Feb 2025

Advancing personalized digital therapeutics: integrating music therapy, brainwave entrainment methods, and AI-driven biofeedback

in Digital Mental Health

Dian Jiao

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1552396

14,771 views
9 citations

Brief Research Report

Published on 25 Feb 2025

Empowering pediatric, adolescent, and young adult patients with cancer utilizing generative AI chatbots to reduce psychological burden and enhance treatment engagement: a pilot study

in Digital Mental Health

Joe Hasei
Mana Hanzawa
Akihito Nagano
Naoko Maeda
Shinichirou Yoshida
Makoto Endo
Nobuhiko Yokoyama
Motoharu Ochi
Hisashi Ishida
Hideki Katayama

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1543543

8,199 views
7 citations

Original Research

Published on 21 Feb 2025

Prism adaptation combined with serious games for improving visual-constructive abilities in stroke patients: randomized clinical trial

in Digital Mental Health

Massimiliano Oliveri
Sergio Bagnato
Silvia Rizzo
Emilia Imbornone
Patrizia Turriziani

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1425410

2,512 views
2 citations

Study Protocol

Published on 18 Feb 2025

Developing and testing tele-support psychotherapy using mobile phones for depression among youth in Kampala district, Uganda: study protocol for a pilot randomized controlled trial

in Digital Mental Health

Etheldreda Nakimuli-Mpungu
Jeremiah Mutinye Kwesiga
John Mark Bwanika
Davis Musinguzi
Caroline Nakanyike
Jane Iya
Sabrina Bakeera Kitaka
Benedict Akimana
Charlotte Hawkins
Patricia Cavazos

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1515193

3,456 views
2 citations

Original Research

Published on 18 Feb 2025

Acceptance of a mental health app (JoyPopTM) for postsecondary students: a prospective evaluation using the UTAUT2

in Digital Mental Health

Ishaq Malik
Aislin R. Mushquash

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1503428

2,838 views
1 citation

Original Research

Published on 13 Feb 2025

Evaluating the feasibility of using the Multiphase Optimization Strategy framework to assess implementation strategies for digital mental health applications activations: a proof of concept study

in Digital Mental Health

Ayla Aydin
Wouter van Ballegooijen
Ilja Cornelisz
Anne Etzelmueller

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1509415

2,140 views

Original Research

Published on 12 Feb 2025

Predictors of smartphone addiction and its effect on quality of life: a cross-sectional study among the young adults in Bangladesh

in Digital Mental Health

Zubair Ahmed Ratan
Anne-Maree Parrish
Mohammad Saud Alotaibi
Hassan Hosseinzadeh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1351955

4,229 views
1 citation

Original Research

Published on 11 Feb 2025

Digital mental health treatment implementation playbook: successful practices from implementation experiences in American healthcare organizations

in Digital Mental Health

David C. Mohr
Alexandra L. Silverman
Soo Jeong Youn
Patricia Areán
Andrew Bertagnolli
Jenna Carl
Tarolyn Carlton
Neha Chaudhary
David Cooper
Shelly DeVito

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1509387

9,404 views
9 citations

Hypothesis and Theory

Published on 11 Feb 2025

Designing and developing a prescription digital therapeutic for at-home heart rate variability biofeedback to support and enhance patient outcomes in post-traumatic stress disorder treatment

in Digital Mental Health

Rebecca Macy
Flavio Somanji
Oleksandr Sverdlov

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1503361

4,643 views

Original Research

Published on 05 Feb 2025

ONLINE vs. FACE-TO-FACE group coaching to promote teachers mental health: an exploratory field study in German teachers

in Digital Mental Health

Sarah S. Lütke Lanfer
Ruth Pfeifer
Yannik Rieder
Alexander Wünsch
Matthias Braeunig
Claas Lahmann

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1479524

2,967 views
2 citations

Original Research

Published on 04 Feb 2025

The externalization of internal experiences in psychotherapy through generative artificial intelligence: a theoretical, clinical, and ethical analysis

in Digital Mental Health

Yuval Haber
Dorit Hadar Shoval
Inbar Levkovich
Dror Yinon
Karny Gigi
Oori Pen
Tal Angert
Zohar Elyoseph

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1512273

11,178 views
8 citations

Systematic Review

Published on 28 Jan 2025

Beyond the current state of just-in-time adaptive interventions in mental health: a qualitative systematic review

in Digital Mental Health

Claire R. van Genugten
Melissa S. Y. Thong
Wouter van Ballegooijen
Annet M. Kleiboer
Donna Spruijt-Metz
Arnout C. Smit
Mirjam A. G. Sprangers
Yannik Terhorst
Heleen Riper

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1460167

12,974 views
13 citations

Original Research

Published on 24 Jan 2025

The plight of Ukrainian refugees staying in Sweden under EU:s mass refugee directive: a brief trauma-focused, participatory, online intervention as a pilot feasibility study

in Digital Mental Health

Solvig Ekblad
Oksana Gramatik
Yuliia Suprun

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1461702

2,305 views
2 citations

Original Research

Published on 17 Jan 2025

Breaking the cycle: a pilot study on autonomous Digital CBTe for recurrent binge eating

in Digital Mental Health

Rebecca Murphy
Charandeep Khera
Emma L. Osborne

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1499350

9,043 views
2 citations

Original Research

Published on 23 Dec 2024

Examining a brief web and longitudinal app-based intervention [Wysa] for mental health support in Singapore during the COVID-19 pandemic: mixed-methods retrospective observational study

in Digital Mental Health

Chaitali Sinha
Dyuthi Dinesh
Creighton Heaukulani
Ye Sheng Phang

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1443598

4,496 views
4 citations

Systematic Review

Published on 11 Dec 2024

A systematic review of features and content quality of Arabic mental mHealth apps

in Digital Mental Health

Noorah Ibrahim S. Alnaghaimshi
Mona S. Awadalla
Scott R. Clark
Mathias Baumert

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1472251

5,256 views
4 citations

Original Research

Published on 29 Nov 2024

Differing perspectives on artificial intelligence in mental healthcare among patients: a cross-sectional survey study

in Digital Mental Health

Meghan Reading Turchioe
Pooja Desai
Sarah Harkins
Jessica Kim
Shiveen Kumar
Yiye Zhang
Rochelle Joly
Jyotishman Pathak
Alison Hermann
Natalie Benda

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1410758

4,590 views
4 citations

Systematic Review

Published on 27 Nov 2024

A systematic survey on the application of federated learning in mental state detection and human activity recognition

in Digital Mental Health

Albin Grataloup
Mascha Kurpicz-Briki

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1495999

4,307 views
7 citations

Policy and Practice Reviews

Published on 31 Oct 2024

Centering equity, diversity, and inclusion in youth digital mental health: findings from a research, policy, and practice knowledge exchange workshop

in Digital Mental Health

Medard Adu
Bilikis Banire
Mya Dockrill
Alzena Ilie
Elizabeth Lappin
Patrick McGrath
Samantha Munro
Kady Myers
Gloria Obuobi-Donkor
Rita Orji

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1449129

4,886 views

236 articles

articles

Recovery in personality disorders: the development and preliminary testing of a novel natural language processing model to identify recovery in mental health electronic records

Digital stress and friendship conflict in adolescence: the role of perceived norms and features of social media

Self-initiated humour protocol: a pilot study with an AI agent

Promoting mental health in the age of new digital tools: balancing challenges and opportunities of social media, chatbots, and wearables

Impact on women's body satisfaction of exposure to postpartum imagery on social media

Advancing personalized digital therapeutics: integrating music therapy, brainwave entrainment methods, and AI-driven biofeedback

Empowering pediatric, adolescent, and young adult patients with cancer utilizing generative AI chatbots to reduce psychological burden and enhance treatment engagement: a pilot study

Prism adaptation combined with serious games for improving visual-constructive abilities in stroke patients: randomized clinical trial

Developing and testing tele-support psychotherapy using mobile phones for depression among youth in Kampala district, Uganda: study protocol for a pilot randomized controlled trial

Acceptance of a mental health app (JoyPopTM) for postsecondary students: a prospective evaluation using the UTAUT2

Evaluating the feasibility of using the Multiphase Optimization Strategy framework to assess implementation strategies for digital mental health applications activations: a proof of concept study

Predictors of smartphone addiction and its effect on quality of life: a cross-sectional study among the young adults in Bangladesh

Digital mental health treatment implementation playbook: successful practices from implementation experiences in American healthcare organizations

Designing and developing a prescription digital therapeutic for at-home heart rate variability biofeedback to support and enhance patient outcomes in post-traumatic stress disorder treatment

ONLINE vs. FACE-TO-FACE group coaching to promote teachers mental health: an exploratory field study in German teachers

The externalization of internal experiences in psychotherapy through generative artificial intelligence: a theoretical, clinical, and ethical analysis

Beyond the current state of just-in-time adaptive interventions in mental health: a qualitative systematic review

The plight of Ukrainian refugees staying in Sweden under EU:s mass refugee directive: a brief trauma-focused, participatory, online intervention as a pilot feasibility study

Breaking the cycle: a pilot study on autonomous Digital CBTe for recurrent binge eating

Examining a brief web and longitudinal app-based intervention [Wysa] for mental health support in Singapore during the COVID-19 pandemic: mixed-methods retrospective observational study

A systematic review of features and content quality of Arabic mental mHealth apps

Differing perspectives on artificial intelligence in mental healthcare among patients: a cross-sectional survey study

A systematic survey on the application of federated learning in mental state detection and human activity recognition

Centering equity, diversity, and inclusion in youth digital mental health: findings from a research, policy, and practice knowledge exchange workshop