Frontiers in Public Health | Digital Public Health

Original Research

Published on 12 Aug 2025

BERTopic_Teen: a multi-module optimization approach for short text topic modeling in adolescent health

in Digital Public Health

Yiqiang Feng
Ziao Chen
Yuxin Zhang
Wenyuan Huang
Xuanming Zhang
Siyu He

Frontiers in Public Health

doi 10.3389/fpubh.2025.1608241

326 views

Original Research

Accepted on 11 Aug 2025

Factors Influencing the Acceptance of Medical AI Chat Assistants Among Healthcare Professionals and Patients: A Survey-Based Study in China

in Digital Public Health

Zhang Lanshan
Jingyi Yang
Gege Fang

Frontiers in Public Health

doi 10.3389/fpubh.2025.1637270

170 views

Methods

Published on 08 Aug 2025

Ethical and secure evidence generation from regionwide clinical data through a collaborative environment for advancing predictive care

in Digital Public Health

Dolores Muñoyerro-Muñiz
Román Villegas
Víctor de la Oliva
Alberto Esteban-Medina
Patricia Fernández del Valle
Ana Sánchez
M. Belen Susin
Isidoro Gutierrez-Alvarez
Marta Reboredo
Laura Alejos

Frontiers in Public Health

doi 10.3389/fpubh.2025.1630351

410 views

Review

Accepted on 07 Aug 2025

Applications and Challenges of Biomarker-Based Predictive Models in Proactive Health Management

in Digital Public Health

Qiming Zhao
Chen Zhang
Wanxin Zhang
Shengchuan Zhang
Qiyuan Liu
You Guo

Frontiers in Public Health

doi 10.3389/fpubh.2025.1633487

132 views

Study Protocol

Accepted on 07 Aug 2025

AI-Driven Early Detection of Severe Influenza in Jiangsu, China: A Deep Learning Model Validated Through The Design of Multi-Center Clinical Trials and Prospective Real-World Deployment

in Digital Public Health

Yifei Chen
Yan Bo

Frontiers in Public Health

doi 10.3389/fpubh.2025.1610244

153 views

Original Research

Published on 07 Aug 2025

The impact of an artificial intelligence enhancement program on healthcare providers’ knowledge, attitudes, and workplace flourishing

in Digital Public Health

Hanaa A. Nofal
Amal E. Mohamed
Noura Almadani
Rasha Mahfouz
Hibah Abdulrahim Bahri
Hossam Tharwat Ali
Dina S. Elrafey

Frontiers in Public Health

doi 10.3389/fpubh.2025.1639333

764 views

Original Research

Accepted on 06 Aug 2025

Frequent Use of Online Medical Records: Analysis of Influence Factors Based on Structural Equation Modeling

in Digital Public Health

Wei Wang
LEI QIN
陈阳
Yinzhi Wang
Linglong Ye
Ruojia Wang
Yingqiu Zhu

Frontiers in Public Health

doi 10.3389/fpubh.2025.1609503

129 views

Correction

Published on 06 Aug 2025

Correction: Measuring digital health literacy and its associations with determinants and health outcomes in 13 countries

in Digital Public Health

Diane Levin-Zamir
Stephan Van den Broucke
Éva Bíró
Henrik Bøggild
Lucy Bruton
Saskia Maria De Gani
Hanne Søberg Finbråten
Sarah Gibney
Robert Griebler
Lennert Griese

Frontiers in Public Health

doi 10.3389/fpubh.2025.1655721

481 views

Original Research

Published on 06 Aug 2025

Generative artificial intelligence (GenAI) use and dependence: an approach from behavioral economics

in Digital Public Health

Oscar Robayo-Pinzon
Sandra Rojas-Berrio
Jorge E. Camargo
Gordon R. Foxall

Frontiers in Public Health

doi 10.3389/fpubh.2025.1634121

683 views

Original Research

Published on 06 Aug 2025

Development prospects of “Internet + medical and health services” in Shandong: application status and public acceptance

in Digital Public Health

YingJie Gao
YaQiong Wang
XiaoLin Yan
GuanNan Sun
Cong Chen
Xiang Gao

Frontiers in Public Health

doi 10.3389/fpubh.2025.1589224

1,044 views

Original Research

Published on 05 Aug 2025

Artificial intelligence–enhanced mapping of the international classification of functioning, disability and health via a mobile app: a randomized controlled trial

in Digital Public Health

Zhandos Kurban
Didar Khassenov
Zhandos Burkitbaev
Sholpan Bulekbayeva
Azat Chinaliyev
Serik Bakhtiyar
Samat Saparbayev
Tokan Sultanaliyev
Ulzhalgas Zhunissova
Natalia Slivkina

Frontiers in Public Health

doi 10.3389/fpubh.2025.1590401

678 views

Systematic Review

Published on 04 Aug 2025

Evaluation of mobile health applications using the RE-AIM model: systematic review and meta-analysis

in Digital Public Health

Emanuele Louise Gomes de Magalhães Jorge
Emily de Souza Ferreira
Michele Duarte Pereira
Ana Luiza Paes Mingote
João Henrique Corrêa Silva
Tiago Ricardo Moreira
Rosângela Minardi Mitre Cotta

Frontiers in Public Health

doi 10.3389/fpubh.2025.1611789

606 views

Original Research

Published on 04 Aug 2025

The code of sustainable success in fitness apps: social comparison mechanism enabled by user facilitated supports

in Digital Public Health

Kuang Wu
Qi Li
Yang Liu

Frontiers in Public Health

doi 10.3389/fpubh.2025.1632598

498 views

Original Research

Published on 01 Aug 2025

Multi-task meta-attention network for traditional Chinese medicine diagnostic recommendation

in Digital Public Health

YingShuai Wang
YanLi Wan
HongPu Hu

Frontiers in Public Health

doi 10.3389/fpubh.2025.1549679

727 views

Original Research

Published on 01 Aug 2025

Perspectives of healthcare providers on telemedicine implementation during the COVID-19 pandemic in Colombia: a mixed-method study

in Digital Public Health

Susana Orrego Villegas
Eric Adjei Boakye
Jafet Arrieta
Karine Posada España
Melisa Naranjo Vanegas
Gloria Prado Pinto

Frontiers in Public Health

doi 10.3389/fpubh.2025.1643085

914 views

Systematic Review

Published on 01 Aug 2025

Integrative review of artificial intelligence applications in nursing: education, clinical practice, workload management, and professional perceptions

in Digital Public Health

Rabie Adel El Arab
Omayma Abdulaziz Al Moosa
Mette Sagbakken
Ahmed Ghannam
Fuad H. Abuadas
Joel Somerville
Abbas Al Mutair

Frontiers in Public Health

doi 10.3389/fpubh.2025.1619378

1,578 views