Frontiers in Digital Health

Original Research

Accepted on 28 May 2025

The Noor Project: Fair Transformer Transfer Learning for Autism Spectrum Disorder Recognition from Speech

in Health Informatics

Najla Al Futaisi
Björn Wolfgang Schuller
Fabien Ringeval
Maja Pantic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1274675

244 views

Original Research

Accepted on 28 May 2025

Transfer learning with class activation maps in compositions driving carotid ultrasound plaque classification

in Health Informatics

Georgia D Liapi
Christos P Loizou
Constantinos S Pattichis
Andrew Nicolaidis
Efthyvoulos Kyriacou

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1484231

191 views

Review

Published on 23 May 2025

Leveraging machine learning in nursing: innovations, challenges, and ethical insights

in Health Informatics

Sophie So Wan Yip
Sheng Ning
Niki Yan Ki Wong
Jeffrey Chan
Kei Shing Ng
Bernadette Oi Ting Kwok
Robert L. Anders
Simon Ching Lam

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1514133

1,729 views

Original Research

Published on 23 May 2025

Co-design of a digital 24-hour time-use intervention with older adults and allied health professionals

in Human Factors and Digital Health

Henry T. Blake
Aaron Davis
Maddison L. Mellow
Melissa Hull
Bethany Robins
Kate Laver
Dorothea Dumuid
Timothy Olds
Hannah A. D. Keage
Lui Di Venuto

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1544489

1,330 views
1 citation

Data Report

Published on 22 May 2025

A labeled dataset for osteoporosis screening based on electromagnetic attenuation

in Health Technology Implementation

Dionísio D. A. Carvalho
Mikael M. R. Costa da Silva
Gabriela A. Albuquerque
Agnaldo S. Cruz
Felipe Fernandes
Ingridy M. P. Barbalho
João Paulo Q. Santos
Antonio H. F. Morais
Karilany D. Coutinho
Antonio L. P. S. Campos

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1538477

819 views

Systematic Review

Published on 22 May 2025

Predicting chronic pain using wearable devices: a scoping review of sensor capabilities, data security, and standards compliance

in Connected Health

Johannes C. Ayena
Amina Bouayed
Myriam Ben Arous
Youssef Ouakrim
Karim Loulou
Darine Ameyed
Isabelle Savard
Leila El Kamel
Neila Mezghani

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1581285

1,405 views

Original Research

Published on 20 May 2025

Influences on trust in the use of AI-based triage—an interview study with primary healthcare professionals and patients in Sweden

in Health Technology Implementation

Emilie Steerling
Petra Svedberg
Per Nilsen
Elin Siira
Jens Nygren

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1565080

1,518 views

Original Research

Published on 19 May 2025

The development of a World Health Organization transdiagnostic chatbot intervention for distressed adolescents and young adults

in Digital Mental Health

Dharani Keyan
Jennifer Hall
Stewart Jordan
Sarah Watts
Teresa Au
Katie S. Dawson
Rajiah Abu Sway
Joy Crawford
Katherine Sorsdahl
Nagendra P. Luitel

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1528580

2,015 views

Review

Published on 16 May 2025

Role of digital health technologies in improving health financing and universal health coverage in Sub-Saharan Africa: a comprehensive narrative review

in Health Technology Implementation

Olutola Vivian Awosiku
Ibrahim Nafisa Gbemisola
Oluwafiponmile Thomas Oyediran
Oluwaseyi Muyiwa Egbewande
Jibril Habibah Lami
Daniel Afolabi
Melody Okereke
Fortune Effiong

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1391500

2,730 views

Original Research

Published on 16 May 2025

Critical activities for successful implementation and adoption of AI in healthcare: towards a process framework for healthcare organizations

in Health Technology Implementation

Monika Nair
Jens Nygren
Per Nilsen
Fabio Gama
Margit Neher
Ingrid Larsson
Petra Svedberg

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1550459

2,688 views

Study Protocol

Published on 16 May 2025

Developing a transparent reporting tool for AI-based diagnostic prediction models of disease and syndrome in Chinese medicine: a Delphi protocol

in Health Technology Implementation

Jieyun Li
Wei Song Seetoh
Jiekee Lim
Xin’ang Xiao
Kehu Yang
Si Yong Yeo
Boyun Sun
Jinhua Liu
Zhaoxia Xu
Linda L. D. Zhong

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1575320

942 views

Systematic Review

Published on 15 May 2025

Personalization variables in digital mental health interventions for depression and anxiety in adolescents and youth: a scoping review

in Digital Mental Health

Vajisha Udayangi Wanniarachchi
Chris Greenhalgh
Adrien Choi
James R. Warren

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1500220

5,175 views

Original Research

Published on 15 May 2025

Data, dialogue, and design: patient and public involvement and engagement for natural language processing with real-world cancer data

in Human Factors and Digital Health

Wuraola Oyewusi
Eliana M. Vasquez Osorio
Goran Nenadic
Issy MacGregor
Gareth Price

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1560757

923 views

Hypothesis and Theory

Published on 15 May 2025

Governance for anti-racist AI in healthcare: integrating racism-related stress in psychiatric algorithms for Black Americans

in Ethical Digital Health

Christopher T. Fields
Carmen Black
Jannat K. Thind
Oluwole Jegede
Damla Aksen
Matthew Rosenblatt
Shervin Assari
Chyrell Bellamy
Elijah Anderson
Avram Holmes

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1492736

1,711 views

Original Research

Accepted on 12 May 2025

The HEALERS: A Patient, Community, and Stakeholder Advisory Board Focus Group Series to Refine a Novel Virtual World-Based Cardiac Rehabilitation Intervention and Clinical Trial

in Health Technology Implementation

Helayna Abraham
Grace Patrice Anyetei-Anum
Ashton Krogman
Donald Clark III
Melvin Echols
Michael E. Hall
Karen Hodgman
Brian Kaihoi
Stephen Kopecky
Shawn Leth

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1427539

273 views

Original Research

Published on 12 May 2025

Interpretable AI-driven multi-objective risk prediction in heart failure patients with thyroid dysfunction

in Personalized Medicine

Massimo Iacoviello
Vito Santamato
Alessandro Pagano
Agostino Marengo

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1583399

1,146 views