Frontiers in Digital Health

Original Research

Published on 29 May 2025

Exploring user experiences of clinicians engaged with the digital healthcare interventions across the referral and university teaching hospitals in Nigeria: a qualitative study

in Human Factors and Digital Health

Uchechukwu Solomon Onyeabor
Okechukwu Onwuasoigwe
Wilfred Okwudili Okenwa
Thorsten Schaaf
Niels Pinkwart
Felix Balzer

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1488880

2,352 views
1 citation

Opinion

Published on 29 May 2025

Human-centered design for smart home technologies: a framework for aging and mental health

in Human Factors and Digital Health

Mohammad Mahdi Fakhimi
Adriana Hughes
Allison M. Gustavson

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1555569

2,705 views

Original Research

Published on 29 May 2025

“Voice is the New Blood”: a discourse analysis of voice AI health-tech start-up websites

in Ethical Digital Health

Alden Blatter
Hortense Gallois
Emily Evangelista
Yael Bensoussan
Bridge2AI-Voice Consortium
Jean-Christophe Bélisle-Pipon
Yael E. Bensoussan
Olivier Elemento
Jean-Christophe Bélisle-Pipon
David Dorr

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1568159

4,599 views
2 citations

Original Research

Published on 29 May 2025

Balancing risks and benefits: clinicians’ perspectives on the use of generative AI chatbots in mental healthcare

in Digital Mental Health

Lyndsey Hipgrave
Jessie Goldie
Simon Dennis
Amanda Coleman

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1606291

14,181 views
8 citations

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

7,149 views
6 citations

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

3,940 views
4 citations

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

4,749 views
2 citations

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

2,225 views
1 citation

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

6,324 views
2 citations

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

5,297 views
3 citations

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

10,017 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

8,503 views
7 citations

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

2,299 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

11,377 views
7 citations

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

1,913 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

4,831 views
2 citations

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

2,862 views
8 citations

Opinion

Published on 12 May 2025

Optimizing patient check-in process for telehealth visits: a data-driven perspective

in Health Technology Implementation

Kunal Khashu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1554762

4,948 views

Original Research

Published on 12 May 2025

Navigating the design of simulated exercising peers: insights from a participatory design study

in Human Factors and Digital Health

Alessandro Silacci
Mauro Cherubini
Maurizio Caon

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1551966

1,830 views
2 citations

Original Research

Published on 09 May 2025

ArcTEX—a novel clinical data enrichment pipeline to support real-world evidence oncology studies

in Health Informatics

Keiran Tait
Joseph Cronin
Olivia Wiper
Jamie Wallis
Jim Davies
Robert Dürichen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1561358

2,021 views

Review

Published on 09 May 2025

Applying models of self-regulated learning to understand engagement with digital health interventions: a narrative review

in Digital Mental Health

Claudia Liu
Mariel Messer
Jake Linardon
Matthew Fuller-Tyszkiewicz

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1380088

2,728 views
3 citations

Editorial

Published on 08 May 2025

Editorial: Designing and evaluating digital health interventions

in Connected Health

Kim Bul
Nikki Holliday
Edith Talina Luhanga

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1612380

2,565 views

Perspective

Published on 07 May 2025

Real-time monitoring of military health and readiness: a perspective on future research

in Human Factors and Digital Health

Herman J. de Vries
Sija J. van der Wal
Roos Delahaij
Ward Venrooij
Wim Kamphuis

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1542140

4,692 views
5 citations

Systematic Review

Published on 07 May 2025

Effectiveness of mobile health in symptom management of prostate cancer patients: a systematic review and meta-analysis

in Human Factors and Digital Health

Hai Shan Chen
Hua He
Hai Hang Lin
Yuan Zhang
Nu Li
Ya Mei Li

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1584764

3,059 views

1,588 articles

articles

Exploring user experiences of clinicians engaged with the digital healthcare interventions across the referral and university teaching hospitals in Nigeria: a qualitative study

Human-centered design for smart home technologies: a framework for aging and mental health

“Voice is the New Blood”: a discourse analysis of voice AI health-tech start-up websites

Balancing risks and benefits: clinicians’ perspectives on the use of generative AI chatbots in mental healthcare

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

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

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

A labeled dataset for osteoporosis screening based on electromagnetic attenuation

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

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

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

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

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

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

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

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

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

Optimizing patient check-in process for telehealth visits: a data-driven perspective

Navigating the design of simulated exercising peers: insights from a participatory design study

ArcTEX—a novel clinical data enrichment pipeline to support real-world evidence oncology studies

Applying models of self-regulated learning to understand engagement with digital health interventions: a narrative review

Editorial: Designing and evaluating digital health interventions

Real-time monitoring of military health and readiness: a perspective on future research

Effectiveness of mobile health in symptom management of prostate cancer patients: a systematic review and meta-analysis