Frontiers in Digital Health | Health Informatics

Original Research

Published on 19 Jun 2025

Enhancing heart disease prediction with stacked ensemble and MCDM-based ranking: an optimized RST-ML approach

in Health Informatics

T. Ashika
G. Hannah Grace

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1609308

688 views

Original Research

Published on 18 Jun 2025

Research trends in the application of artificial intelligence in nursing of chronic disease: a bibliometric and network visualization study

in Health Informatics

Chao Du
Jing Zhou
Yuexin Yu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1608266

1,667 views

Review

Published on 05 Jun 2025

The development and use of data warehousing in clinical settings: a scoping review

in Health Informatics

Shiyang Lyu
Simon Craig
Gerard O'Reilly
David Taniar

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1599514

1,659 views

Perspective

Published on 05 Jun 2025

Standards in sync: five principles to achieve semantic interoperability for TRUE research for healthcare

in Health Informatics

Rhonda Facile
Catherine Chronaki
Peter van Reusel
Rebecca Kush

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1567624

1,449 views

Original Research

Published on 03 Jun 2025

A modified UTAUT model for acceptance to use telemedicine services and its predictors among healthcare professionals at public hospitals in North Shewa Zone of Oromia Regional State, Ethiopia

in Health Informatics

Debela Tsegaye Hailu
Mequannint Sharew Melaku
Solomon Abuhay Abebe
Agmasie Damtew Walle
Kefyalew Naniye Tilahun
Kassahun Dessie Gashu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1469365

1,213 views

Original Research

Published on 03 Jun 2025

Participatory design and evaluation of digital coaching for improving health—the star multicomponent lifestyle intervention

in Health Informatics

Helena Lindgren
Kaan Kilic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1600535

641 views

Original Research

Published on 30 May 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

1,053 views

Systematic Review

Published on 30 May 2025

The evolution of digital health: a global, Latin American, and Brazilian bibliometric analysis

in Health Informatics

Maria Eulália Vinadé Chagas
Gabriela de Oliveira Laguna Silva
Gabriel Ricardo Fernandes
Gabriela Tizianel Aguilar
Mariana Motta Dias da Silva
Evandro Luis Moraes
Isadora D Avila Lottici
Jerusa da Rosa de Amorim
Tiago de Abreu
Taís de Campos Moreira

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1582719

1,582 views

Original Research

Published on 30 May 2025

Machine learning and explainable artificial intelligence to predict and interpret lead toxicity in pregnant women and unborn baby

in Health Informatics

Priyanka Chaurasia
Pratheepan Yogarajah
Abbas Ali Mahdi
Sally McClean
Mohammad Kaleem Ahmad
Tabrez Jafar
Sanjay Kumar Singh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1608949

1,368 views

Original Research

Accepted on 28 May 2025

The Noor Project: Fair Transformer Transfer Learning for Autism Spectrum Disorder Recognition from Speech

in Health Informatics

Najla Al Futaisi
Björn Wolfgang Schuller
Fabien Ringeval
Maja Pantic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1274675

268 views

Review

Published on 23 May 2025

Leveraging machine learning in nursing: innovations, challenges, and ethical insights

in Health Informatics

Sophie So Wan Yip
Sheng Ning
Niki Yan Ki Wong
Jeffrey Chan
Kei Shing Ng
Bernadette Oi Ting Kwok
Robert L. Anders
Simon Ching Lam

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1514133

2,088 views

Original Research

Published on 09 May 2025

ArcTEX—a novel clinical data enrichment pipeline to support real-world evidence oncology studies

in Health Informatics

Keiran Tait
Joseph Cronin
Olivia Wiper
Jamie Wallis
Jim Davies
Robert Dürichen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1561358

1,151 views

Opinion

Published on 07 May 2025

AI with agency: a vision for adaptive, efficient, and ethical healthcare

in Health Informatics

Vasco Gerardo Hinostroza Fuentes
Hezerul Abdul Karim
Myles Joshua Toledo Tan
Nouar AlDahoul

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1600216

4,575 views

Original Research

Published on 30 Apr 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

1,289 views

Original Research

Published on 29 Apr 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

1,545 views

Systematic Review

Published on 29 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

3,040 views