Frontiers in Digital Health | Health Informatics

Original Research

Published on 14 Nov 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

314 views

Original Research

Published on 14 Nov 2025

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

in Health Informatics

Stephen H. Barlow
Sugama Chicklore
Yulan He
Sebastien Ourselin
Thomas Wagner
Anna Barnes
Gary J. R. Cook

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1702082

574 views

Original Research

Accepted on 12 Nov 2025

FAIR Foundations of a Novel Indicator Vault for Non-communicable Diseases in the European Union: Feasibility Study for Effective Contextualization of Indicators

in Health Informatics

Iztok Štotl
Fabrizio Carinci
Stephen Fava
Astrid Lavens
Jana Lepiksone
Massimo Massi-Benedetti
Tamara Poljičanin
Scott Cunningham
János Sándor
Nicholas Nicholson

Frontiers in Digital Health

133 views

Original Research

Accepted on 11 Nov 2025

Evaluation of ChatGPT-4o's and DeepSeek R1's responses to urological problems: A comparative study

in Health Informatics

HANBO LU
Yusa Zhang
Zhan Wang
Yang Zhao
Jiang Liu
Dongxu Qiu
Yu-Shi Zhang

Frontiers in Digital Health

Perspective

Accepted on 04 Nov 2025

UpSMART: five years of digital innovation in cancer clinical research – achievements, challenges, and recommendations

in Health Informatics

Paul O'Regan
Fouziah Butt
Louise Carter
Donna Marie Graham
Anja Le Blanc
Richard Hoskins
Laura Stephenson
Akshita Patil
Muhammad Shabbir
Dilan Eken

Frontiers in Digital Health

124 views

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

2,423 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

331 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

1,023 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

116 views

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

166 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

298 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

735 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

1,188 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

472 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

1,191 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

1,019 views