Frontiers in Digital Health | Health Informatics

Mini Review

Published on 03 Nov 2025

Generative AI in clinical (2020–2025): a mini-review of applications, emerging trends, and clinical challenges

in Health Informatics

Nafiz Fahad
Riadul Islam Rabbi
Sumayea Benta Hasan
Fariya Sultana Prity
Rasel Ahmed
Farhana Ahmed
Md. Jakir Hossen
Tze Hui Liew
Md Shohel Sayeed
Kah Ong Michael Goh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1653369

775 views

Systematic Review

Accepted on 31 Oct 2025

Advances in Machine and Deep Learning for ECG Beat Classification: A Systematic Review

in Health Informatics

Allam Jaya Prakash
Abdelkader Nasreddine Belkacem
Ibrahim Elfadel
Herbert F Jelinek
Mohamed Atef

Frontiers in Digital Health

180 views

Mini Review

Published on 31 Oct 2025

Current application and future pathways of smart older adult care services in China

in Health Informatics

Jie Xue

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1656624

782 views

Review

Accepted on 30 Oct 2025

Technical and legal aspects of federated learning in bioinformatics: applications, challenges and opportunities

in Health Informatics

Daniele Malpetti
Marco Scutari
Francesco Gualdi
Jessica Van Setten
Sander W. van der Laan
Saskia Haitjema
Aaron Lee
Isabelle Hering
Francesca Mangili

Frontiers in Digital Health

Original Research

Accepted on 27 Oct 2025

Optimized BERT-based NLP outperforms Zero-Shot Methods for Automated Symptom Detection in Clinical Practice

in Health Informatics

Juan Guillermo Diaz Ochoa
Natalie Layer
Jonas Mahr
Faizan E Mustafa
Christian U. Menzel
Martina Müller-Schilling
Tobias Schilling
Gerald Illerhaus
Markus Knott
Alexander Krohn

Frontiers in Digital Health

130 views

Systematic Review

Accepted on 27 Oct 2025

Architecture Patterns for Health Information Systems: A Systematic Review

in Health Informatics

Rene Casanova
Fernán Alonso Villa Garzón
John Willian Branch Bedoya

Frontiers in Digital Health

232 views

Original Research

Accepted on 27 Oct 2025

Open LLM-based actionable incidental finding extraction from [18F]Fluorodeoxyglucose PET-CT radiology reports

in Health Informatics

Stephen Harry Barlow
Sugama Chicklore
Yulan He
Sebastien Ourselin
Thomas Wagner
Anna Barnes
Gary Cook

Frontiers in Digital Health

355 views

Original Research

Published on 27 Oct 2025

Decentralized digital health ecosystems: a unified architecture for AI-enhanced medical record management

in Health Informatics

Harsha Kumar A.
Preetham Venkatram C.
Saran N.
Disha Daniel
Praveen Joe I. R.

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1685628

877 views

Original Research

Published on 27 Oct 2025

Data protection, interoperability and governance assessment 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

569 views

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

429 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

1,014 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

909 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

262 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

873 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

856 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

1,227 views