Frontiers in Digital Health | Health Informatics

Brief Research Report

Accepted on 21 Oct 2025

Artificial Intelligence in Thoracic Surgery Consultations: Evaluating the Concordance Between a Large Language Model and Expert Clinical Decisions

in Health Informatics

Carlos Déniz
Judith Marce
Iván Macía
Francisco Rivas
Anna Muñoz
Marina Paradela
Samuel García
Camilo Moreno
Ines Serratosa
Marta García

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1633278

320 views

Original Research

Accepted on 20 Oct 2025

Profile-Aided Distillation Framework for Personalized Sleep Analysis with Compact Models Using LLM-Guided Synthetic Data

in Health Informatics

Huimin Zheng
Xingxing Ai
Xueyan Liu
Xiaofen Xing
Xiangmin Xu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1678364

218 views

Review

Published on 17 Oct 2025

Increasing the inclusivity of digital health co-production: an integrative review

in Health Informatics

Ian Litchfield
Gayathri Delanerolle
Helen Juffs
Stephanie Bloxham
Sian Dunning
Lorraine Harper

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1636469

856 views

Original Research

Published on 15 Oct 2025

Artificial intelligence in patient education: evaluating large language models for understanding rheumatology literature

in Health Informatics

Claudia Mendoza-Pinto
Pamela Munguía-Realpozo
Ivet Etchegaray-Morales
Edith Ramírez-Lara
Juan Carlos Solis-Poblano
Máximo Alejandro García-Flores
Jorge Ayón-Aguilar

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1623399

643 views

Original Research

Accepted on 14 Oct 2025

Feasibility of Predicting Next-Day Fatigue Levels Using Heart Rate Variability and Activity-Sleep Metrics in People with Post-COVID Fatigue

in Health Informatics

Nana Yaw Aboagye
Maria Germann
Kenneth F. Baker
Mark Roger Baker
Silvia Del Din

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1689846

210 views

Systematic Review

Published on 14 Oct 2025

Trends and developments in health systems modeling: a bibliometric analysis

in Health Informatics

Kudakwashe Maguraushe
Patrick Ndayizigamiye
Tebogo Bokaba

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1595310

652 views

Mini Review

Accepted on 13 Oct 2025

Current application and future pathways of smart elderly care services in China

in Health Informatics

Jie Xue

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1656624

287 views

Original Research

Published on 07 Oct 2025

Non-contact human identification through radar signals using convolutional neural networks across multiple physiological scenarios

in Health Informatics

Daniel Foronda-Pascual
Carmen Camara
Pedro Peris-Lopez

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1637437

721 views

Original Research

Published on 07 Oct 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

867 views

Original Research

Published on 06 Oct 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

1,557 views

Original Research

Accepted on 01 Oct 2025

Sex and Age Estimation from Cardiac Signals Captured via Radar using Data Augmentation and Deep Learning: A Privacy Concern

in Health Informatics

Daniel Foronda-Pascual
Carmen Camara
Pedro Peris-Lopez

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1616770

195 views

Original Research

Accepted on 30 Sep 2025

Decentralized Digital Health Ecosystems: A Unified Architecture for AI-Enhanced Medical Record Management

in Health Informatics

Saran N
Preetham Venkatram C
Harsha Kumar A
Disha Daniel
PRAVEEN JOE I R

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1685628

520 views

Original Research

Accepted on 30 Sep 2025

Data Protection, Interoperability and Governance Assessment (DIGA) Tool: results from a proof-of-concept survey

in Health Informatics

Concetta Tania DI IORIO
ELETTRA RONCHI
Ivan Pristas
Tamara Buble
Nicholas Nicholson
Fabrizio Carinci

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1685774

334 views

Mini Review

Accepted on 30 Sep 2025

Generative Artificial Intelligence in Clinical Practice: A Mini-Review of Applications, Benefits, and Limitations (2020 – 2025)

in Health Informatics

Nafiz Fahad
Sumayea Benta Hasan
Rasel Ahmed
Riyadul Islam Rabbi
Farhana Ahmed
Md Jakir Hossen
Tze Hui Liew

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1653369

486 views

Systematic Review

Published on 30 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

1,463 views

Original Research

Published on 30 Sep 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

802 views