Frontiers in Digital Health | Health Informatics

Original Research

Accepted on 10 Apr 2025

Electronic Ophthalmic Records Diagnosis using Role-specific Guided Large Language Model Based on Stylistic Differentiation

in Health Informatics

Laiyi Fu
Binbin Fan
Hongkai Du
Yanxiang Feng
Chunhua Li
Huping Song

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1544797

Systematic Review

Accepted on 09 Apr 2025

Artificial Intelligence-based Tools for Patient Support to Enhance Medication Adherence: A Focused Review

in Health Informatics

Zilma Silveira Nogueira Reis
Gláucia Miranda Varella Pereira
Cristiane dos Santos Dias
Eura Martins Lage
Isaias José Ramos de Oliveira
Adriana Silvina Pagano

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1523070

Original Research

Accepted on 09 Apr 2025

Comprehensive Evaluation Framework for Synthetic Tabular Data in Health: Fidelity, Utility and Privacy Analysis of Generative Models with and without Privacy Guarantees

in Health Informatics

Mikel Hernandez
Pablo A. Osorio-Marulanda
Mikel Catalina
Lorea Loinaz
Gorka Epelde
Naiara Aginako

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1576290

Mini Review

Published on 09 Apr 2025

AI-driven sleep apnea screening with overnight blood oxygen saturation: current practices and future directions

in Health Informatics

Nhung H. Hoang
Zilu Liang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1510166

194 views

Original Research

Published on 08 Apr 2025

Enhancing biometric identification using 12-lead ECG signals and graph convolutional networks

in Health Informatics

Maram Al Alfi
Pedro Peris-Lopez
Carmen Camara

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1547208

186 views

Original Research

Accepted on 31 Mar 2025

SYNTHETIC4HEALTH: Generating Annotated Synthetic Clinical Letters

in Health Informatics

Libo Ren
Samuel Belkadi
Lifeng Han
Warren Del-Pinto
Goran Nenadic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1497130

Review

Published on 28 Mar 2025

A call to action for adverse drug event (ADE) detection and prevention

in Health Informatics

John McCue
C. David Butler
Raymond C. Love
Shelly Spiro
Roy Guharoy
the United States Pharmacopeia (USP) Allergy & Intolerance Classification Expert Panel

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1507967

251 views

Systematic Review

Published on 28 Mar 2025

Mobile health (mHealth) technologies for fall prevention among older adults in low-middle income countries: bibliometrics, network analysis and integrative review

in Health Informatics

Michael Joseph Dino
Ladda Thiamwong
Rui Xie
Ma. Kristina Malacas
Rommel Hernandez
Patrick Tracy Balbin
Joseph Carlo Vital
Jenica Ana Rivero
Vivien Wu Xi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1559570

599 views

Original Research

Accepted on 27 Mar 2025

Weakly Supervised Text Classification on Free-Text Comments in Patient-Reported Outcome Measures

in Health Informatics

Anna-Grace Linton
Vania Gatseva Dimitrova
Amy Downing
Richard Wagland
Adam W Glaser

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1345360

Original Research

Published on 27 Mar 2025

Temporal patterns of multiple long-term conditions in individuals with intellectual disability living in Wales: an unsupervised clustering approach to disease trajectories

in Health Informatics

Rania Kousovista
Georgina Cosma
Emeka Abakasanga
Ashley Akbari
Francesco Zaccardi
Gyuchan Thomas Jun
Reza Kiani
Satheesh Gangadharan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1528882

249 views

Original Research

Accepted on 26 Mar 2025

Using Artificial Intelligence to Develop a Measure of Orthopaedic Treatment Success from Clinical Notes

in Health Informatics

Sarah B. Floyd
Ahmed Alameldin
Dane Hudson Smith
Benjamin Judkins
Claire E. Krohn
Zachary Cole Reynolds
Kyle Jeray
Jihad S Obeid

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1523953

146 views

Original Research

Accepted on 25 Mar 2025

Deep Conditional Generative Model for Personalization of 12-lead Electrocardiograms and Cardiovascular Risk Prediction

in Health Informatics

Yuling Sang
Abhirup Banerjee
Marcel Beetz
Vicente Grau

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1558589

138 views

Perspective

Accepted on 24 Mar 2025

Standards in Sync: Five Principles to Achieve Semantic Interoperability for TRUE Research

in Health Informatics

Rhonda Facile
Catherine Chronaki
Peter Van Reussel
Rebecca Kush

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1567624

Perspective

Published on 24 Mar 2025

The role of trustworthy and reliable AI for multiple sclerosis

in Health Informatics

Lorin Werthen-Brabants
Tom Dhaene
Dirk Deschrijver

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1507159

357 views

Review

Accepted on 19 Mar 2025

Interoperability of Telemonitoring Data in Digital Health Solutions: A Scoping review

in Health Informatics

Diogo Martins
Simon Lewerenz
Anderson Carmo
Henrique Martins

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1502260

Original Research

Accepted on 19 Mar 2025

A NOVEL TRANSFORMER-BASED APPROACH FOR CARDIOVASCULAR DISEASE DETECTION

in Health Informatics

Nimra Noor
Muhammad Bilal
Saadullah Farooq Abbasi
Omid Pournik
Theodoros N Arvanitis

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1548448

117 views