Frontiers in Psychiatry | Digital Mental Health

Study Protocol

Published on 11 Feb 2026

A study protocol for a therapist guided digital cognitive-behavioral therapy for children with avoidant/restrictive food intake disorder and their parents

in Digital Mental Health

Julia E. Engelkamp
Lara-Marie Koeder
Manuela Dalholf
Jennifer J. Thomas
Kamryn T. Eddy
Andrea S. Hartmann

Frontiers in Psychiatry

doi 10.3389/fpsyt.2026.1743480

228 views

Original Research

Published on 11 Feb 2026

AI-generated documentation of psychiatric interviews: a proof-of-concept study

in Digital Mental Health

Bengican Gülegen
Raoul Haaf
Emanuel Schlüßler
Stephan Köhler

Frontiers in Psychiatry

doi 10.3389/fpsyt.2026.1621532

315 views

Original Research

Published on 30 Jan 2026

How topic content shapes LLM personality-tailored persuasion: semantic anchoring and topic stereotype effects

in Digital Mental Health

Shuang Xu
Zili Zhou
Nan Zhao

Frontiers in Psychiatry

doi 10.3389/fpsyt.2026.1756792

721 views

Perspective

Accepted on 29 Jan 2026

The Augmented Clinician as a Framework for Human-AI Collaboration in Mental Healthcare

in Digital Mental Health

Qiannan Ruan
Shuang-Qian Hu
Zhi-Hui ShangGuan

Frontiers in Psychiatry

135 views

Original Research

Published on 22 Jan 2026

A behavioral activation mobile application for depression among Korean young adults: a pilot study of multi-modal app usage patterns and clinical outcomes

in Digital Mental Health

Boyoung Kang
Minjee Jung
Ye-Seul Kim
Kyu-Man Han
Kee-Hong Choi

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1707034

1,065 views

Review

Published on 20 Jan 2026

Digital health interventions for people who use methamphetamine: a scoping review

in Digital Mental Health

Kathryn Fletcher
Jack Freestone
Brendan Clifford
Nadine Ezard
Stephanie Kershaw
Liam S. Acheson
Theodora Karavasilis
Krista J. Siefried

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1658021

779 views

Systematic Review

Accepted on 19 Jan 2026

Artificial Intelligence in Mental Health Care: A Scoping Review of Reviews

in Digital Mental Health

Mohammad S. Abu-Mahfouz
Sarah AlFehaid
Hala M. Burqan
Rabie Adel El Arab

Frontiers in Psychiatry

541 views

Original Research

Published on 15 Jan 2026

Evaluating usability and acceptance of a socially assistive robot supported cognitive training for depression – results of the randomized controlled pilot study ‘AMIGA’

in Digital Mental Health

Alfred Haeussl
Ina Zwigl
Lena Stojec
Irina Smolak
Marko Stijic
Tatjana Stross
Melanie Lenger
Frederike T. Fellendorf
Suher Guggemos
Elena M. D. Schoenthaler

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1661730

716 views

Original Research

Published on 12 Jan 2026

Patterns of alcohol use and response to digital brief interventions in college students: a secondary analysis of a cluster randomized trial

in Digital Mental Health

Abhishek Ghosh
Blessy B George
Narayanan C Krishnan
Renjith R Pillai
Soundappan Kathirvel
Mamta Sharma
Anil Kumar
Debasish Basu
Michael Patrick Schaub

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1732518

656 views

Correction

Published on 06 Jan 2026

Correction: Machine learning on a smartphone-based CPT for ADHD prediction

in Digital Mental Health

Núria Casals
Simon Larsson
Mikkel Hansen

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1771553

508 views

Original Research

Published on 02 Jan 2026

Bridging symptoms between problematic social networking and generalized anxiety in adolescents with non-suicidal self-injury: a network analysis

in Digital Mental Health

Zhen He
Zhige Lyv
Chongchong Li
Jing Lu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1701263

992 views

Original Research

Published on 11 Dec 2025

Evaluating a virtual reality–delivered mindfulness intervention for anxiety: a mixed-methods study in real-world community and school settings

in Digital Mental Health

Sima Rafiei
Kristof Santa
Nicola Honey
David Tully
Barbara Mezes

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1669287

1,390 views

Original Research

Published on 09 Dec 2025

Exploring the dynamic interactions between internet addiction, anxiety, and loneliness in adolescents: a longitudinal cross-lagged panel model

in Digital Mental Health

Yuntai Wang
Guodong Gong

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1705792

891 views

Case Report

Published on 03 Dec 2025

Wearable-derived heart rate variability and sleep monitoring as predictors of mood episodes in bipolar disorder: a case report

in Digital Mental Health

Aiko Eto
Keita Mochizuki
Toshikazu Fukami
Wataru Sakakibara
Keisuke Izumi

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1695158

2,326 views

Original Research

Published on 27 Nov 2025

Depression diagnosis from patient interviews using multimodal machine learning

in Digital Mental Health

Jana Weber
Marcel Weber
Juan Miguel Lopez Alcaraz

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1694762

1,285 views
1 citation

Original Research

Published on 26 Nov 2025

Quantum AI for psychiatric diagnosis: enhancing dementia classification with quantum machine learning

in Digital Mental Health

Javaria Amin
Muhammad Umair Ali
Muhammad Zubair Islam
Seung Won Lee

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1648060

1,391 views

Original Research

Published on 26 Nov 2025

Integrating explainable AI with clinical features to enhance ADHD diagnostic understanding

in Digital Mental Health

Hafiz Muhammad Shakeel
Grigorios Antoniou
Marios Adamou

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1706216

2,060 views
1 citation

Correction

Published on 19 Nov 2025

Correction: Treatment discontinuation of remotely delivered cognitive remediation for schizophrenia: a systematic review and meta-analysis

in Digital Mental Health

Min Wen
Jie Zhang
Keqing Jiang
Juan Liu
Xiaodan Zhu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1744074

662 views

Original Research

Published on 18 Nov 2025

The ENTER study (E-DetectioN Tool for Emerging Mental DisoRders): general population recruitment and data integrity in online screening for psychosis risk

in Digital Mental Health

Phoebe Wallman
Andrés Estradé
Matilda Azis
Kate Haining
Xinyi Liang
Thomas J. Spencer
Kelly Diederen
Umberto Provenzani
Peter J. Uhlhaas
Paolo Fusar-Poli

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1665854

1,621 views

Original Research

Published on 17 Nov 2025

The anatomy of rage: conceptualization, operationalization, and validation of a new measurement scale

in Digital Mental Health

Natalia Michałkiewicz
Paweł Strojny
Agnieszka Strojny

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1648903

1,583 views

Perspective

Published on 11 Nov 2025

Artificial intelligence-based psychotherapy: focusing on common psychotherapeutic factors

in Digital Mental Health

Orestis Giotakos

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1710715

3,690 views
1 citation

Original Research

Published on 10 Nov 2025

A novel approach to depression detection using POV glasses and machine learning for multimodal analysis

in Digital Mental Health

Hakan Kayış
Murat Çelik
Vildan Çakır Kardeş
Hatice Aysima Karabulut
Ezgi Özkan
Çınar Gedizlioğlu
Burcu Özbaran
Nuray Atasoy

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1720990

1,780 views

Original Research

Published on 07 Nov 2025

Machine learning on a smartphone-based CPT for ADHD prediction

in Digital Mental Health

Núria Casals
Simon Larsson
Mikkel Hansen

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1564351

2,185 views

Hypothesis and Theory

Published on 07 Nov 2025

Beyond the black box: why algorithms cannot replace the unconscious or the psychodynamic therapist

in Digital Mental Health

Aner Govrin

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1614125

2,024 views

309 articles

articles

A study protocol for a therapist guided digital cognitive-behavioral therapy for children with avoidant/restrictive food intake disorder and their parents

AI-generated documentation of psychiatric interviews: a proof-of-concept study

How topic content shapes LLM personality-tailored persuasion: semantic anchoring and topic stereotype effects

The Augmented Clinician as a Framework for Human-AI Collaboration in Mental Healthcare

A behavioral activation mobile application for depression among Korean young adults: a pilot study of multi-modal app usage patterns and clinical outcomes

Digital health interventions for people who use methamphetamine: a scoping review

Artificial Intelligence in Mental Health Care: A Scoping Review of Reviews

Evaluating usability and acceptance of a socially assistive robot supported cognitive training for depression – results of the randomized controlled pilot study ‘AMIGA’

Patterns of alcohol use and response to digital brief interventions in college students: a secondary analysis of a cluster randomized trial

Correction: Machine learning on a smartphone-based CPT for ADHD prediction

Bridging symptoms between problematic social networking and generalized anxiety in adolescents with non-suicidal self-injury: a network analysis

Evaluating a virtual reality–delivered mindfulness intervention for anxiety: a mixed-methods study in real-world community and school settings

Exploring the dynamic interactions between internet addiction, anxiety, and loneliness in adolescents: a longitudinal cross-lagged panel model

Wearable-derived heart rate variability and sleep monitoring as predictors of mood episodes in bipolar disorder: a case report

Depression diagnosis from patient interviews using multimodal machine learning

Quantum AI for psychiatric diagnosis: enhancing dementia classification with quantum machine learning

Integrating explainable AI with clinical features to enhance ADHD diagnostic understanding

Correction: Treatment discontinuation of remotely delivered cognitive remediation for schizophrenia: a systematic review and meta-analysis

The ENTER study (E-DetectioN Tool for Emerging Mental DisoRders): general population recruitment and data integrity in online screening for psychosis risk

The anatomy of rage: conceptualization, operationalization, and validation of a new measurement scale

Artificial intelligence-based psychotherapy: focusing on common psychotherapeutic factors

A novel approach to depression detection using POV glasses and machine learning for multimodal analysis

Machine learning on a smartphone-based CPT for ADHD prediction

Beyond the black box: why algorithms cannot replace the unconscious or the psychodynamic therapist