Frontiers in Digital Health

Original Research

Published on 03 Jun 2025

Participatory design and evaluation of digital coaching for improving health—the star multicomponent lifestyle intervention

in Health Informatics

Helena Lindgren
Kaan Kilic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1600535

1,966 views

Original Research

Published on 03 Jun 2025

A modified UTAUT model for acceptance to use telemedicine services and its predictors among healthcare professionals at public hospitals in North Shewa Zone of Oromia Regional State, Ethiopia

in Health Informatics

Debela Tsegaye Hailu
Mequannint Sharew Melaku
Solomon Abuhay Abebe
Agmasie Damtew Walle
Kefyalew Naniye Tilahun
Kassahun Dessie Gashu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1469365

4,769 views
5 citations

Brief Research Report

Published on 30 May 2025

Detecting benzodiazepine use through induced eye convergence inability with a smartphone app: a proof-of-concept study

in Digital Mental Health

Kiki W. K. Kuijpers
Markku D. Hämäläinen
Andreas Zetterström
Maria Winkvist
Marieke Niesters
Monique van Velzen
Fred Nyberg
Albert Dahan
Karl Andersson

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1584716

2,834 views

Mini Review

Published on 30 May 2025

Artificial intelligence in clinical decision support and the prediction of adverse events

in Health Technology Implementation

S. P. Oei
T. H. G. F. Bakkes
M. Mischi
R. A. Bouwman
R. J. G. van Sloun
S. Turco

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1403047

9,769 views
7 citations

Original Research

Published on 30 May 2025

Synthetic4Health: generating annotated synthetic clinical letters

in Health Informatics

Libo Ren
Samuel Belkadi
Lifeng Han
Warren Del-Pinto
Goran Nenadic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1497130

3,362 views
3 citations

Original Research

Published on 30 May 2025

Continuous monitoring of critically ill patients using photoplethysmography—the road to a less invasive ICU monitoring

in Health Technology Implementation

João Rosinhas
Rui Malheiro
João Tiago Pimenta
Ricardo Sá
Francisco Serdoura
José-Artur Paiva

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1605020

2,977 views

Original Research

Published on 30 May 2025

Machine learning and explainable artificial intelligence to predict and interpret lead toxicity in pregnant women and unborn baby

in Health Informatics

Priyanka Chaurasia
Pratheepan Yogarajah
Abbas Ali Mahdi
Sally McClean
Mohammad Kaleem Ahmad
Tabrez Jafar
Sanjay Kumar Singh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1608949

2,836 views
1 citation

Systematic Review

Published on 30 May 2025

The evolution of digital health: a global, Latin American, and Brazilian bibliometric analysis

in Health Informatics

Maria Eulália Vinadé Chagas
Gabriela de Oliveira Laguna Silva
Gabriel Ricardo Fernandes
Gabriela Tizianel Aguilar
Mariana Motta Dias da Silva
Evandro Luis Moraes
Isadora D Avila Lottici
Jerusa da Rosa de Amorim
Tiago de Abreu
Taís de Campos Moreira

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1582719

5,142 views
6 citations

Original Research

Published on 30 May 2025

Greening healthcare and slashing carbon emissions through telemedicine: a cross-sectional study from over 50 thousand remote consults at a leading tertiary hospital

in Human Factors and Digital Health

Roberto Nunes Umpierre
Rita Mattiello
Carlos André Aita Schmitz
Enrique Falceto de Barros
Rodolfo Souza da Silva
Marcelo Rodrigues Gonçalves
José Roberto Goldim

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1497770

2,910 views
2 citations

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

3,291 views

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

2,947 views
1 citation

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

5,504 views
3 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

16,534 views
13 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

8,255 views
7 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

4,650 views
5 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

2,641 views
1 citation

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

5,738 views
4 citations

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

7,712 views
4 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

6,193 views
4 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

11,545 views
7 citations

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

9,637 views
12 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

2,662 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

2,196 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

12,851 views
11 citations

1,717 articles

articles

Participatory design and evaluation of digital coaching for improving health—the star multicomponent lifestyle intervention

A modified UTAUT model for acceptance to use telemedicine services and its predictors among healthcare professionals at public hospitals in North Shewa Zone of Oromia Regional State, Ethiopia

Detecting benzodiazepine use through induced eye convergence inability with a smartphone app: a proof-of-concept study

Artificial intelligence in clinical decision support and the prediction of adverse events

Synthetic4Health: generating annotated synthetic clinical letters

Continuous monitoring of critically ill patients using photoplethysmography—the road to a less invasive ICU monitoring

Machine learning and explainable artificial intelligence to predict and interpret lead toxicity in pregnant women and unborn baby

The evolution of digital health: a global, Latin American, and Brazilian bibliometric analysis

Greening healthcare and slashing carbon emissions through telemedicine: a cross-sectional study from over 50 thousand remote consults at a leading tertiary hospital

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

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

“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

A labeled dataset for osteoporosis screening based on electromagnetic attenuation

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

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

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

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