Frontiers in Digital Health

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

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

326 views

Mini Review

Published on 30 May 2025

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

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

285 views

Original Research

Published on 30 May 2025

Synthetic4Health: generating annotated synthetic clinical letters

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

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1497130

316 views

Original Research

Published on 30 May 2025

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

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

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1605020

220 views

Systematic Review

Published on 30 May 2025

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

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

255 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

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

878 views

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

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

536 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

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

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1488880

273 views

Opinion

Published on 29 May 2025

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

Mohammad Mahdi Fakhimi
Adriana Hughes
Allison M. Gustavson

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1555569

385 views

Original Research

Published on 29 May 2025

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

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

353 views

Original Research

Published on 29 May 2025

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

Lyndsey Hipgrave
Jessie Goldie
Simon Dennis
Amanda Coleman

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1606291

832 views

Original Research

Accepted on 28 May 2025

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

Najla Al Futaisi
Björn Wolfgang Schuller
Fabien Ringeval
Maja Pantic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1274675

105 views

Perspective

Accepted on 28 May 2025

E-waste for health: recycling smartphones for health monitoring

Leandro Augusto De Almeida Costa
Brena Ataíde Furtado
Edilson Brabo Almeida
Bianca Callegari
Alex Harley Crisp
Rafael Oliveira Chaves
Maria da Conceição Nascimento Pinheiro
Givago Silva Souza

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1495408

Clinical Trial

Accepted on 28 May 2025

iACT4IBD: A Randomised Controlled Trial of a Brief Online Intervention based on Acceptance and Commitment Therapy to Improve Wellbeing for Adults with Inflammatory Bowel Disease

Karen Lin
Alana Cavadino
Maggie Ow
Meihana Douglas
Anna Serlachius

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1587765

Systematic Review

Accepted on 28 May 2025

How equitable is digital rehabilitation for people after stroke? A systematic review using an equity approach

Rachel C Stockley
Yasemin Hirst
Chantelle Hayes
Kim Watkins
Peter C Goodwin

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1544754

Original Research

Accepted on 28 May 2025

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

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

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1484231

1,251 Publications

Volume 7 - 2025

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

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

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

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

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

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

E-waste for health: recycling smartphones for health monitoring

iACT4IBD: A Randomised Controlled Trial of a Brief Online Intervention based on Acceptance and Commitment Therapy to Improve Wellbeing for Adults with Inflammatory Bowel Disease

How equitable is digital rehabilitation for people after stroke? A systematic review using an equity approach

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