Frontiers in Digital Health

Original Research

Published on 25 Nov 2025

Mapping cognitive diversity in older adults through community-based digital screening via mobile devices: a cross-sectional latent class analysis

in Human Factors and Digital Health

Suguru Shimokihara
Kazuki Yokoyama
Keitaro Makino
Nozomu Ikeda
Kiyoji Matsuyama
Tomonori Kashiwagi
Chiaki Kawanishi
Hikaru Ihira

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1719318

1,055 views

Original Research

Published on 24 Nov 2025

The evaluation of tooth whitening from a perspective of artificial intelligence: a comparative analytical study

in Health Communications and Behavior Change

Alaa Al-Haddad
Mikel Alrabadi
Othman Saadeh
George Alrabadi
Yazan Hassona

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1710159

1,870 views

Systematic Review

Published on 24 Nov 2025

Artificial intelligence techniques applied to anxiety disorders recognition: a systematic review

in Digital Mental Health

Edgar Degante-Aguilar
Roberto Angel Melendez-Armenta
Giovanni Luna-Chontal
Francisco Javier Fernandez-Dominguez

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1646724

2,810 views

Original Research

Published on 24 Nov 2025

On Acoustic Voice Quality Index measurement reliability in digital health applications: a narrative review and empirical evaluation of speech sample length requirements

in Connected Health

Fredrik Nylén

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1610353

1,626 views

Review

Published on 21 Nov 2025

Transforming critical care: the digital revolution's impact on intensive care units

in Health Technology Implementation

Corina Vernic
Tudor Paul Tamas
Ion Petre
Sorin Ursoniu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1664382

3,740 views
1 citation

Original Research

Published on 20 Nov 2025

Exploring AI-personalized visualization of the safe place in virtual reality versus imagination of the safe place for stress, burnout, and relaxation in psychotherapists: a case series

in Digital Mental Health

Viktoria Wollweber
Franziska Pfannerstill
Thomas Probst

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1665457

1,592 views

Systematic Review

Published on 20 Nov 2025

The evolving literature on the ethics of artificial intelligence for healthcare: a PRISMA scoping review

in Ethical Digital Health

Yufei Wang
Alex Federman
Heather Wurtz
Margaret A. Manchester
Lillian Morgado
Catherine E. A. Scipion
Maria Adjini
Kendall Williams
Benjamin Wills
Victoria Helmly

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1701419

2,173 views

Original Research

Published on 19 Nov 2025

CharMark: character-level Markov modeling for interpretable linguistic biomarkers of cognitive decline

in Digital Mental Health

Kevin Mekulu
Faisal Aqlan
Hui Yang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1659366

1,140 views
2 citations

Systematic Review

Published on 19 Nov 2025

The waiting room of uncertainty: digital patient support for potentially bad news—a scoping review

in Human Factors and Digital Health

Martina Kellermann
Charlotte Wetterauer
Gerd A. Kullak-Ublick
Marcus Cheetham

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1706839

1,772 views
1 citation

Original Research

Accepted on 18 Nov 2025

Assessing ChatGPT versus evidence-based online responses for polycystic ovary syndrome (PCOS) self-management and education: an international cross-sectional blinded survey of healthcare professionals

in Health Informatics

Sandro Graca
Alexander Dallaway
Folashade Alloh
Harpal S. Randeva
Chris Kite
Ioannis Kyrou

Frontiers in Digital Health

380 views

Review

Published on 18 Nov 2025

Technical and legal aspects of federated learning in bioinformatics: applications, challenges and opportunities

in Health Informatics

Daniele Malpetti
Marco Scutari
Francesco Gualdi
Jessica van Setten
Sander van der Laan
Saskia Haitjema
Aaron Mark Lee
Isabelle Hering
Francesca Mangili

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1644291

1,693 views
2 citations

Original Research

Published on 18 Nov 2025

Improving adolescents’ knowledge about mental health and depression: a randomized experimental study of web-based information

in Digital Mental Health

Maria W. H. Kloek
Carolin Zsigo
Regine Primbs
Lucia Iglhaut
Sara Kaubisch
Charlotte E. Piechaczek
Pia-Marie Keim
Lisa Feldmann
Gerd Schulte-Körne
Ellen Greimel

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1640366

1,730 views
2 citations

Review

Published on 18 Nov 2025

Digital twins in healthcare: a comprehensive review and future directions

in Personalized Medicine

Hamid Khoshfekr Rudsari
Becky Tseng
Hongxu Zhu
Lulu Song
Chunhui Gu
Abhishikta Roy
Ehsan Irajizad
Joseph Butner
James Long
Kim-Anh Do

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1633539

9,066 views
8 citations

Systematic Review

Published on 18 Nov 2025

Harnessing digital health interventions to address the heterogeneity of depression: a systematic review

in Digital Mental Health

Ghufran Alsalloum
Sarah Dalibalta
Yacine Hadijat

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1654745

2,787 views

Original Research

Published on 18 Nov 2025

Feasibility of predicting next-day fatigue levels using heart rate variability and activity-sleep metrics in people with post-COVID fatigue

in Health Informatics

Nana Yaw Aboagye
Maria Germann
Kenneth F. Baker
Mark R. Baker
Silvia Del Din

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1689846

2,829 views

Review

Accepted on 17 Nov 2025

Digital mental health interventions for Chinese university students: a narrative review of trends, efficacy, and future directions

in Digital Mental Health

Xuan Guo
Huili Yan

Frontiers in Digital Health

421 views

Original Research

Published on 17 Nov 2025

Technical development and user experience evaluation of the Computerised version of the Sydney Test of Activities of daily living in Memory disorders (C-STAM)

in Human Factors and Digital Health

Jeewani Anupama Ginige
Kritika Rana
Marcus Belcastro
Pahan Gunaratne
Sam Lillis
Katya T. Numbers
Ping-Hsiu Lin
Kathy Nguyen
Minal Tanvir
Simone Reppermund

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1637916

1,543 views

Systematic Review

Published on 17 Nov 2025

Ethical and practical challenges of generative AI in healthcare and proposed solutions: a survey

in Ethical Digital Health

Tina Tung
Shah Md Nehal Hasnaeen
Xiaopeng Zhao

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1692517

4,738 views
2 citations

Systematic Review

Published on 17 Nov 2025

Architectural patterns for health information systems: a systematic review

in Health Informatics

Rene Casanova
Fernan A. Villa-Garzon
John W. Branch-Bedoya

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1694839

3,510 views

Perspective

Published on 17 Nov 2025

Smartphone apps in rare disease care: a Dutch perspective on effective implementation

in Health Technology Implementation

Ilse H. J. Willemse
Marit Mol
Rozanne J. A. van Diggelen
Pieter van den Haak
Bart P. C. van de Warrenburg

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1664110

1,248 views

Systematic Review

Published on 17 Nov 2025

Universal digital mental health interventions for children and youth: a scoping review

in Digital Mental Health

Kaitlin Di Pierdomenico
Oana Bucsea
Haleh Hashemi
Arianna Leguia
Anne Lovegrove
Robert Cribbie
Rebecca Pillai Riddell

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1665975

3,006 views

Brief Research Report

Published on 17 Nov 2025

Artificial intelligence in thoracic surgery consultations: evaluating the concordance between a large language model and expert clinical decisions

in Health Informatics

Carlos Déniz
Judith Marcè
Iván Macia
Francisco Rivas
Anna Muñoz
Marina Paradela
Samuel García
Camilo Moreno
Ines Serratosa
Marta García

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1633278

1,577 views

Original Research

Published on 17 Nov 2025

Usability testing of the Pathway app: engaging stakeholders to improve access to mental health support for students

in Digital Mental Health

Olugbenga Oti
Sarah Foley
Ian Pitt

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1633987

1,135 views

Original Research

Published on 14 Nov 2025

Sex and age estimation from cardiac signals captured via radar using data augmentation and deep learning: a privacy concern

in Health Informatics

Daniel Foronda-Pascual
Carmen Camara
Pedro Peris-Lopez

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1616770

1,012 views

1,712 articles

articles

Mapping cognitive diversity in older adults through community-based digital screening via mobile devices: a cross-sectional latent class analysis

The evaluation of tooth whitening from a perspective of artificial intelligence: a comparative analytical study

Artificial intelligence techniques applied to anxiety disorders recognition: a systematic review

On Acoustic Voice Quality Index measurement reliability in digital health applications: a narrative review and empirical evaluation of speech sample length requirements

Transforming critical care: the digital revolution's impact on intensive care units

Exploring AI-personalized visualization of the safe place in virtual reality versus imagination of the safe place for stress, burnout, and relaxation in psychotherapists: a case series

The evolving literature on the ethics of artificial intelligence for healthcare: a PRISMA scoping review

CharMark: character-level Markov modeling for interpretable linguistic biomarkers of cognitive decline

The waiting room of uncertainty: digital patient support for potentially bad news—a scoping review

Assessing ChatGPT versus evidence-based online responses for polycystic ovary syndrome (PCOS) self-management and education: an international cross-sectional blinded survey of healthcare professionals

Technical and legal aspects of federated learning in bioinformatics: applications, challenges and opportunities

Improving adolescents’ knowledge about mental health and depression: a randomized experimental study of web-based information

Digital twins in healthcare: a comprehensive review and future directions

Harnessing digital health interventions to address the heterogeneity of depression: a systematic review

Feasibility of predicting next-day fatigue levels using heart rate variability and activity-sleep metrics in people with post-COVID fatigue

Digital mental health interventions for Chinese university students: a narrative review of trends, efficacy, and future directions

Technical development and user experience evaluation of the Computerised version of the Sydney Test of Activities of daily living in Memory disorders (C-STAM)

Ethical and practical challenges of generative AI in healthcare and proposed solutions: a survey

Architectural patterns for health information systems: a systematic review

Smartphone apps in rare disease care: a Dutch perspective on effective implementation

Universal digital mental health interventions for children and youth: a scoping review

Artificial intelligence in thoracic surgery consultations: evaluating the concordance between a large language model and expert clinical decisions

Usability testing of the Pathway app: engaging stakeholders to improve access to mental health support for students

Sex and age estimation from cardiac signals captured via radar using data augmentation and deep learning: a privacy concern