Frontiers in Digital Health

Mini Review

Published on 26 Aug 2025

Generative AI in consumer health: leveraging large language models for health literacy and clinical safety with a digital health framework

in Ethical Digital Health

Annemarie K. Tilton
Brian E. Caplan
Brian J. Cole

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1616488

3,875 views
3 citations

Brief Research Report

Published on 26 Aug 2025

Artificial intelligence and health empowerment in rural communities and landslide- or avalanche-isolated contexts: real case at a fictitious location

in Health Technology Implementation

Rune Johan Krumsvik
Vegard Slettvoll

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1655154

4,549 views
2 citations

Brief Research Report

Published on 25 Aug 2025

Performance of vision language models for optic disc swelling identification on fundus photographs

in Health Informatics

Kelvin Zhenghao Li
Tuyet Thao Nguyen
Heather E. Moss

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1660887

2,296 views
1 citation

Original Research

Published on 22 Aug 2025

Simulation-based assessment of digital twin systems for immunisation

in Connected Health

Leonardo de Oliveira El-Warrak
Claudio Miceli de Farias
Victor Hugo Dias Macedo De Azevedo Costa

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1603550

2,316 views

Opinion

Published on 22 Aug 2025

Designing for dignity: ethics of AI surveillance in older adult care

in Ethical Digital Health

Jeena Joseph

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1643238

5,155 views
1 citation

Original Research

Published on 21 Aug 2025

Heartbeat detection and personal authentication using a 60 GHz Doppler sensor

in Connected Health

Takuma Asano
Shintaro Izumi
Hiroshi Kawaguchi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1570144

2,066 views
1 citation

Methods

Published on 20 Aug 2025

Challenges of identification and anonymity in time-continuous data from medical environments

in Health Informatics

Freimut Hammer
Thorsten Strufe

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1604001

1,508 views

Review

Published on 20 Aug 2025

Biases in AI: acknowledging and addressing the inevitable ethical issues

in Ethical Digital Health

Bjørn Hofmann

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1614105

13,407 views
9 citations

Original Research

Published on 18 Aug 2025

The Noor Project: fair transformer transfer learning for autism spectrum disorder recognition from speech

in Health Informatics

Najla D. Al Futaisi
Björn W. Schuller
Fabien Ringeval
Maja Pantic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1274675

2,112 views
2 citations

Opinion

Published on 18 Aug 2025

Interoperability in universal healthcare systems: insights from Brazil's experience integrating primary and hospital health care data

in Health Technology Implementation

Michelle Fernandez
Heider Aurélio Pinto
Luisa M. M. Fernandes
João André Santos de Oliveira
Ana Maria Freire de Souza Lima
José Santos Souza Santana
Arthur Chioro

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1622302

3,657 views
5 citations

Opinion

Published on 18 Aug 2025

Preparing hospitals and health organizations for AI: practical guidelines for the required infrastructure

in Health Informatics

Emil Byberg
Marco Crimi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1605006

3,586 views

Systematic Review

Published on 18 Aug 2025

Electronic patient-reported outcome systems and capabilities in cancer care: a systematic review

in Health Technology Implementation

Hosna Salmani
Somayeh Nasiri
Mahdi Alemrajabi
Maryam Ahmadi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1560533

3,394 views
2 citations

Study Protocol

Published on 18 Aug 2025

Evaluation of the HAL® lumbar type exoskeleton in long-term care: protocol for a mixed-methods feasibility study

in Health Technology Implementation

Sebastian Hofstetter
Pascal Müller
Dominik Behr
Suenye Thal
Motoaki Komiya
Stefan Dowiasch
Patrick Jahn

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1591866

2,310 views

Original Research

Published on 18 Aug 2025

“It's a good distraction from the mayhem of reality”: a reflexive thematic analysis on the role of video games to support coping during a crisis

in Digital Mental Health

George Farmer
Nina Higson-Sweeney
Chris Fullwood

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1608322

4,858 views

Data Report

Published on 15 Aug 2025

TICD: a novel thermal imaging cats' dataset for non-invasive health monitoring

in Connected Health

Mohammad Abdulghafar
Adnan Nadeem
Anas Alhindi
Hudhaifa Gburi
Saifullah Abdulghaffar
Emad Nabil

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1650223

3,674 views
1 citation

Brief Research Report

Published on 14 Aug 2025

Professionals' perspectives on the challenges of implementing digital solutions in rehabilitation settings in Rwanda

in Health Technology Implementation

Kaisa Jokinen
Michael Oduor
Gerard Urimubenshi
Juliette Gasana
Jean Damascene Bigirimana
David K. Tumusiime
Eeva Aartolahti
Kari-Pekka Murtonen
Katariina Korniloff

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1489288

2,007 views

Systematic Review

Published on 14 Aug 2025

Unveiling practical insights of eHealth implementation in Europe: a grey literature review on legal, ethical, financial, and technological (LEFT) considerations

in Health Technology Implementation

B. E. Bente
N. Beerlage-de Jong
R. M. Verdaasdonk
J. E. W. C. van Gemert-Pijnen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1575620

2,485 views
1 citation

Editorial

Published on 14 Aug 2025

Editorial: VR, AR, MR in healthcare: the role of immersive technologies in medical training

in Connected Health

Serena Ricci
Veronica Penza
Francesco Neri

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1669899

3,021 views

Methods

Published on 13 Aug 2025

Investigating lightweight and interpretable machine learning models for efficient and explainable stress detection

in Health Informatics

Debasish Ghose
Ayan Chatterjee
Indika A. M. Balapuwaduge
Yuan Lin
Soumya P. Dash

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1523381

3,683 views
1 citation

Opinion

Published on 13 Aug 2025

Patient-centered AI

in Connected Health

Shamie Kumar

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1638098

2,476 views

Systematic Review

Published on 13 Aug 2025

Convergence of disciplines: a systematic review of multidisciplinary development approaches in artificial intelligence

in Health Technology Implementation

Giusi Antonia Toto
Luca Grilli
Luigi Traetta
Rosanna Villani
Annamaria Petito
Gaetano Serviddio

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1400338

3,372 views
2 citations

Systematic Review

Published on 13 Aug 2025

Advancements and challenges of artificial intelligence in dermatology: a review of applications and perspectives in China

in Health Technology Implementation

Jiaao Yu
Io Hong Cheong
Zisis Kozlakidis
Hui Wang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1544520

6,386 views
2 citations

Brief Research Report

Published on 12 Aug 2025

Voice as a biomarker: exploratory analysis for benign and malignant vocal fold lesions

in Connected Health

Phillip Jenkins
Rylan Harrison
Steven Bedrick
Lisa Karstens
Bridge2AI-Voice Consortium
William Hersh
Yael Bensoussan
Olivier Elemento
Anais Rameau
Alexandros Sigaras

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1609811

9,110 views

Original Research

Published on 12 Aug 2025

Evaluating the impact of engaging healthcare providers in an AI-based gamified mHealth intervention for improving maternal health outcomes among disadvantaged pregnant women in Lebanon

in Human Factors and Digital Health

Shadi Saleh
Nour El Arnaout
Nadine Sabra
Asmaa El Dakdouki
Khaled El Iskandarani
Zahraa Chamseddine
Randa Hamadeh
Abed Shanaa
Mohamad Alameddine

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1574946

3,828 views
1 citation

1,719 articles

articles

Generative AI in consumer health: leveraging large language models for health literacy and clinical safety with a digital health framework

Artificial intelligence and health empowerment in rural communities and landslide- or avalanche-isolated contexts: real case at a fictitious location

Performance of vision language models for optic disc swelling identification on fundus photographs

Simulation-based assessment of digital twin systems for immunisation

Designing for dignity: ethics of AI surveillance in older adult care

Heartbeat detection and personal authentication using a 60 GHz Doppler sensor

Challenges of identification and anonymity in time-continuous data from medical environments

Biases in AI: acknowledging and addressing the inevitable ethical issues

The Noor Project: fair transformer transfer learning for autism spectrum disorder recognition from speech

Interoperability in universal healthcare systems: insights from Brazil's experience integrating primary and hospital health care data

Preparing hospitals and health organizations for AI: practical guidelines for the required infrastructure

Electronic patient-reported outcome systems and capabilities in cancer care: a systematic review

Evaluation of the HAL® lumbar type exoskeleton in long-term care: protocol for a mixed-methods feasibility study

“It's a good distraction from the mayhem of reality”: a reflexive thematic analysis on the role of video games to support coping during a crisis

TICD: a novel thermal imaging cats' dataset for non-invasive health monitoring

Professionals' perspectives on the challenges of implementing digital solutions in rehabilitation settings in Rwanda

Unveiling practical insights of eHealth implementation in Europe: a grey literature review on legal, ethical, financial, and technological (LEFT) considerations

Editorial: VR, AR, MR in healthcare: the role of immersive technologies in medical training

Investigating lightweight and interpretable machine learning models for efficient and explainable stress detection

Patient-centered AI

Convergence of disciplines: a systematic review of multidisciplinary development approaches in artificial intelligence

Advancements and challenges of artificial intelligence in dermatology: a review of applications and perspectives in China

Voice as a biomarker: exploratory analysis for benign and malignant vocal fold lesions

Evaluating the impact of engaging healthcare providers in an AI-based gamified mHealth intervention for improving maternal health outcomes among disadvantaged pregnant women in Lebanon