Frontiers in Digital Health

Original Research

Published on 07 Aug 2025

Supervised machine learning applied in nursing notes for identifying the need of childhood cancer patients for psychosocial support

Akseli Reunamo
Hans Moen
Sanna Salanterä
Päivi M. Lähteenmäki

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1585309

1,922 views

Review

Published on 06 Aug 2025

Digital health technologies for improving the management of people with chronic obstructive pulmonary disease

Hye Yun Park
Sunga Kong
Mangyeong Lee
Hyein Ryu
Yoko Hamakawa
Fabrizio Luppi
Janice M. Leung

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1640585

4,369 views
3 citations

Correction

Published on 05 Aug 2025

Correction: Online training program maintains motor functions and quality of life in patients with Parkinson's disease

Hiroshi Nakanishi
Ryoma Morigaki
Joji Fujikawa
Hiroshi Ohmae
Keisuke Shinohara
Nobuaki Yamamoto
Yuishin Izumi
Yasushi Takagi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1672261

1,168 views

Review

Published on 05 Aug 2025

Applications of generative artificial intelligence in outcome prediction in intensive care medicine—a scoping review

Tanja Stamm
Mohamed Bader-El-Den
James McNicholas
Jim Briggs
Peng Zhao

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1633458

2,860 views
1 citation

Editorial

Published on 04 Aug 2025

Editorial: Unleashing the power of large data: models to improve individual health outcomes

Hyewon Jeong
Sanjat Kanjilal
Sherry H. Yu
Akshay Kothakonda

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1668543

1,355 views

Original Research

Published on 01 Aug 2025

Determinants of chronic disease patients' intention to use Internet diagnosis and treatment services: based on the UTAUT2 model

Jing Zhao
Bei Li
Jianwei Sun
Xu Zeng
Jing Zheng

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1543428

2,762 views
1 citation

Original Research

Published on 01 Aug 2025

The status of machine learning in HIV testing in South Africa: a qualitative inquiry with stakeholders in Gauteng province

Musa Jaiteh
Edith Phalane
Yegnanew A. Shiferaw
Refilwe Nancy Phaswana-Mafuya

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1618781

2,551 views

Methods

Published on 31 Jul 2025

eHealth literacy assessment as a promoter of user adherence in using digital health systems and services. A case study for balance physiotherapy in the TeleRehaB DSS project

Konstantinos Georgas
Konstantinos Bromis
Theodoros P. Vagenas
Olympia Giannakopoulou
Nikolaos Vasileiou
Ioannis Kouris
Maria Haritou
George K. Matsopoulos

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1535582

1,819 views

Original Research

Published on 30 Jul 2025

The effects of internet self-health management on patients with chronic disease multimorbidity: a 4-year longitudinal study

Yuyang Wang
Qiang Hu
Botian Chen
Defu Ma

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1568743

2,302 views

Systematic Review

Published on 29 Jul 2025

The effectiveness of digital health intervention on glycemic control and physical activity in patients with type 2 diabetes: a systematic review and meta-analysis

Haoyuan Xue
Lin Zhang
Yarong Shi
Hao Zhang
Chuanrong Zhang
Yang Liu
Wenshu Tan
Yaorong Liu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1630588

3,746 views
1 citation

Original Research

Published on 28 Jul 2025

Parental perceptions of a wearable vital signs monitor for observation of newborns: in-depth interviews in three tertiary hospitals, Southwest Nigeria

Yetunde Olufisayo John-Akinola
Adejumoke Idowu Ayede
Ayomide Adeyemi
Assumpta Nantume
Adesewa Oluwatomisin Olaleye
Olugbenga Akinrinoye
Olukemi Oluwatoyin Tongo
Michael Abe Alao
Adenike Oluleye
Oluseye Sobande

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1597651

2,417 views

Original Research

Published on 28 Jul 2025

Sociodemographic predictors of digital health adoption in patients with asthma and COPD

Daniela Téllez
Elroy Boers
Leanne Kaye
Vy Vuong
Meredith A. Barrett

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1579983

1,943 views

Perspective

Published on 28 Jul 2025

Rethinking survey development in health research with AI-driven methodologies

Hakan Kuru

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1636333

1,798 views

Original Research

Published on 25 Jul 2025

Lessons to be learned from an attempted RCT: iCHIMPS—an online intervention for adolescents with mentally Ill parents

P. Dülsen
K. Barck
S. Wiegand-Grefe
A. Leidger
T. Paumen
H. Baumeister

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1526995

1,490 views

Opinion

Published on 24 Jul 2025

Navigating online health information: empowerment vs. misinformation

Alan Silburn

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1555290

2,178 views

Mini Review

Published on 24 Jul 2025

Artificial intelligence in personalized rehabilitation: current applications and a SWOT analysis

Elpidio Attoh-Mensah
Arnaud Boujut
Mikaël Desmons
Anaick Perrochon

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1606088

7,013 views

Methods

Published on 24 Jul 2025

Secure latent Dirichlet allocation

Thijs Veugen
Vincent Dunning
Michiel Marcus
Bart Kamphorst

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1610228

1,203 views
3 citations

Brief Research Report

Published on 23 Jul 2025

Enhancing Gen3 for clinical trial time series analytics and data discovery: a data commons framework for NIH clinical trials

Meredith C. B. Adams
Colin Griffin
Hunter Adams
Stephen Bryant
Robert W. Hurley
Umit Topaloglu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1570009

1,256 views

Systematic Review

Published on 21 Jul 2025

Effectiveness of mHealth interventions targeting physical activity, sedentary behaviour, sleep or nutrition on emotional, behavioural and eating disorders in adolescents: a systematic review and meta-analysis

H. Baumann
B. Singh
A. E. Staiano
C. Gough
M. Ahmed
J. Fiedler
I. Timm
K. Wunsch
A. Button
Z. Yin

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1593677

7,305 views

Original Research

Published on 21 Jul 2025

Integrating machine-readable user interface requirements into open networked operating rooms

Okan Yilmaz
Dominik Stegemann
Klaus Radermacher
Miriam Lange
Armin Janß

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1520584

1,826 views

Original Research

Published on 18 Jul 2025

Stakeholder perspectives on skills required for health technology developers: a qualitative study in Thailand

Sranya Phaisawang
Thanyaphong Na Nakorn
Prasert Trivijitsilp
Anan Srikiatkhachorn

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1578782

2,025 views

Perspective

Published on 16 Jul 2025

Perspective: advancing public health education by embedding AI literacy

Jose A. Acosta

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1584883

3,469 views
4 citations

Correction

Published on 16 Jul 2025

Correction: Diagnostic efficacy of large language models in the pediatric emergency department: a pilot study

Francesco Del Monte
Roberta Barolo
Maria Circhetta
Angelo Giovanni Delmonaco
Emanuele Castagno
Emanuele Pivetta
Letizia Bergamasco
Matteo Franco
Gabriella Olmo
Claudia Bondone

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1658635

994 views

Original Research

Published on 15 Jul 2025

The HEALERS: a patient, community, and stakeholder advisory board focus group series to refine a novel virtual world-based cardiac rehabilitation intervention and clinical trial

Helayna Abraham
Grace Patrice Anyetei-Anum
Ashton Krogman
Donald Clark
Melvin Echols
Michael E. Hall
Karen Hodgman
Brian Kaihoi
Stephen Kopecky
Shawn Leth

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1427539

2,244 views

1,598 Publications

volumes

Volume 7 - 2025

Supervised machine learning applied in nursing notes for identifying the need of childhood cancer patients for psychosocial support

Digital health technologies for improving the management of people with chronic obstructive pulmonary disease

Correction: Online training program maintains motor functions and quality of life in patients with Parkinson's disease

Applications of generative artificial intelligence in outcome prediction in intensive care medicine—a scoping review

Editorial: Unleashing the power of large data: models to improve individual health outcomes

Determinants of chronic disease patients' intention to use Internet diagnosis and treatment services: based on the UTAUT2 model

The status of machine learning in HIV testing in South Africa: a qualitative inquiry with stakeholders in Gauteng province

eHealth literacy assessment as a promoter of user adherence in using digital health systems and services. A case study for balance physiotherapy in the TeleRehaB DSS project

The effects of internet self-health management on patients with chronic disease multimorbidity: a 4-year longitudinal study

The effectiveness of digital health intervention on glycemic control and physical activity in patients with type 2 diabetes: a systematic review and meta-analysis

Parental perceptions of a wearable vital signs monitor for observation of newborns: in-depth interviews in three tertiary hospitals, Southwest Nigeria

Sociodemographic predictors of digital health adoption in patients with asthma and COPD

Rethinking survey development in health research with AI-driven methodologies

Lessons to be learned from an attempted RCT: iCHIMPS—an online intervention for adolescents with mentally Ill parents

Navigating online health information: empowerment vs. misinformation

Artificial intelligence in personalized rehabilitation: current applications and a SWOT analysis

Secure latent Dirichlet allocation

Enhancing Gen3 for clinical trial time series analytics and data discovery: a data commons framework for NIH clinical trials

Effectiveness of mHealth interventions targeting physical activity, sedentary behaviour, sleep or nutrition on emotional, behavioural and eating disorders in adolescents: a systematic review and meta-analysis

Integrating machine-readable user interface requirements into open networked operating rooms

Stakeholder perspectives on skills required for health technology developers: a qualitative study in Thailand

Perspective: advancing public health education by embedding AI literacy

Correction: Diagnostic efficacy of large language models in the pediatric emergency department: a pilot study

The HEALERS: a patient, community, and stakeholder advisory board focus group series to refine a novel virtual world-based cardiac rehabilitation intervention and clinical trial