Frontiers in Digital Health | Health Informatics

Original Research

Accepted on 16 Sep 2025

Comparative Performance Evaluation of Large Language Models in Answering Esophageal Cancer-Related Questions: A Multi-Model Assessment Study

in Health Informatics

Zijie He
Lilan Zhao
Genglin Li
Jintao Wang
Songyu Cai
Pengjie Tu
Jingbo Chen
Jianman Wu
Juan Zhang
Ruiqi Chen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1670510

Systematic Review

Accepted on 11 Sep 2025

Large Language Models in Real-World Clinical Workflows: A Systematic Review of Applications and Implementation

in Health Informatics

Yaara Artsi
Vera Sorin
Benjamin S Glicksberg
Panagiotis Korfiatis
Girish N Nadkarni
Eyal Klang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1659134

139 views

Original Research

Published on 08 Sep 2025

Knowledge, use and perceptions of artificial intelligence Chatbots among Italian physiotherapists: an online cross-sectional survey

in Health Informatics

Manuela Deodato
Raffaele Sabot
Alessandra Galmonte
Alvisa Palese
Greta Castellini
Andrea Turolla
Paolo Pillastrini
Chad Cook
Lia Rodeghiero
Silvia Gianola

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1671521

1,042 views

Editorial

Published on 05 Sep 2025

Editorial: Artificial intelligence for child health and wellbeing

in Health Informatics

Florian B. Pokorny
Katrin D. Bartl-Pokorny

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1685788

879 views

Review

Accepted on 04 Sep 2025

AI Reshaping Life Sciences: Intelligent Transformation, Application Challenges, and Future Convergence in Neuroscience, Biology, and Medicine

in Health Informatics

Jiahuan Gong
Zihao Zhao
Xinxin Niu
Ji Yanan
Hualin Sun
Yuntian Shen
Bingqian Chen
Bei Wu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1666415

855 views

Original Research

Published on 04 Sep 2025

Neural network analysis of the contribution of psychotropic prescription sequences to the risk of non-psychiatric adverse events in bipolar and schizophrenia spectrum disorders

in Health Informatics

Nathan Vidal
Mohammed Sedki
Nadia Younès
Hugo Bottemanne
Paul Roux
Eric Brunet-Gouet

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1633220

493 views

Technology and Code

Published on 01 Sep 2025

Assessment of shoulder functional movements through inertial measurement units for tele-rehabilitation: a quaternion-based approach

in Health Informatics

Matteo Iurato
Paolo Dondero
Mirko Job
Ronny Stanzani
Gaia Leuzzi
Igor Ingegnosi
Marco Testa

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1576031

693 views

Perspective

Published on 29 Aug 2025

Ontologies as the semantic bridge between artificial intelligence and healthcare

in Health Informatics

Radha Ambalavanan
R Sterling Snead
Julia Marczika
Gideon Towett
Alex Malioukis
Mercy Mbogori-Kairichi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1668385

1,513 views

Original Research

Accepted on 25 Aug 2025

MYSTETH - Home-based Heart Monitoring

in Health Informatics

Kopal Jain
Rohit Jain
Salik Khwaja Mohammad
Swati Aggarwal

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1616334

275 views

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

848 views

Original Research

Accepted on 20 Aug 2025

Streamlining Wearable Data Integration for EHDS: A Case Study on Advancing Healthcare Interoperability Using Garmin Devices and FHIR

in Health Informatics

Somayeh Abedian
Eugene Yesakov
Stanislav Ostrovskiy
Rada Hussein

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1636775

571 views

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

635 views

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

994 views

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

1,602 views

Perspective

Accepted on 15 Aug 2025

Leveraging Knowledge for Explainable AI in Personalized Cancer Treatment: Challenges and Future Directions

in Health Informatics

Emilia Daghir-Wojtkowiak
Javier Alfaro
Fabio Massimo Zanzotto

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1637195

993 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

1,179 views