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

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

1,091 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

1,803 views

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

1,105 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

1,401 views

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

1,670 views

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

930 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

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

1,162 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

851 views

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

957 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

1,827 views

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

2,874 views

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

274 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

2,214 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

1,584 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

942 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

1,677 views