Frontiers in Digital Health

Original Research

Published on 15 May 2025

Data, dialogue, and design: patient and public involvement and engagement for natural language processing with real-world cancer data

in Human Factors and Digital Health

Wuraola Oyewusi
Eliana M. Vasquez Osorio
Goran Nenadic
Issy MacGregor
Gareth Price

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1560757

2,197 views

Systematic Review

Published on 15 May 2025

Personalization variables in digital mental health interventions for depression and anxiety in adolescents and youth: a scoping review

in Digital Mental Health

Vajisha Udayangi Wanniarachchi
Chris Greenhalgh
Adrien Choi
James R. Warren

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1500220

12,875 views
11 citations

Hypothesis and Theory

Published on 15 May 2025

Governance for anti-racist AI in healthcare: integrating racism-related stress in psychiatric algorithms for Black Americans

in Ethical Digital Health

Christopher T. Fields
Carmen Black
Jannat K. Thind
Oluwole Jegede
Damla Aksen
Matthew Rosenblatt
Shervin Assari
Chyrell Bellamy
Elijah Anderson
Avram Holmes

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1492736

5,552 views
4 citations

Original Research

Published on 12 May 2025

Interpretable AI-driven multi-objective risk prediction in heart failure patients with thyroid dysfunction

in Personalized Medicine

Massimo Iacoviello
Vito Santamato
Alessandro Pagano
Agostino Marengo

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1583399

3,268 views
9 citations

Opinion

Published on 12 May 2025

Optimizing patient check-in process for telehealth visits: a data-driven perspective

in Health Technology Implementation

Kunal Khashu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1554762

6,088 views

Original Research

Published on 12 May 2025

Navigating the design of simulated exercising peers: insights from a participatory design study

in Human Factors and Digital Health

Alessandro Silacci
Mauro Cherubini
Maurizio Caon

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1551966

2,218 views
2 citations

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

2,287 views

Review

Published on 09 May 2025

Applying models of self-regulated learning to understand engagement with digital health interventions: a narrative review

in Digital Mental Health

Claudia Liu
Mariel Messer
Jake Linardon
Matthew Fuller-Tyszkiewicz

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1380088

3,111 views
5 citations

Editorial

Published on 08 May 2025

Editorial: Designing and evaluating digital health interventions

in Connected Health

Kim Bul
Nikki Holliday
Edith Talina Luhanga

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1612380

2,981 views

Systematic Review

Published on 07 May 2025

Effectiveness of mobile health in symptom management of prostate cancer patients: a systematic review and meta-analysis

in Human Factors and Digital Health

Hai Shan Chen
Hua He
Hai Hang Lin
Yuan Zhang
Nu Li
Ya Mei Li

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1584764

3,628 views
2 citations

Perspective

Published on 07 May 2025

Real-time monitoring of military health and readiness: a perspective on future research

in Human Factors and Digital Health

Herman J. de Vries
Sija J. van der Wal
Roos Delahaij
Ward Venrooij
Wim Kamphuis

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1542140

5,721 views
6 citations

Systematic Review

Published on 07 May 2025

Exploring characteristics and common features of digital health in pediatric care in developing countries: a systematic review

in Connected Health

Anggi Septia Irawan
Bence Márton Döbrössy
Mengesha Srahbzu Biresaw
Arief Purnama Muharram
Szilárd Dávid Kovács
Edmond Girasek

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1533788

3,590 views
2 citations

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

13,234 views
15 citations

Editorial

Published on 07 May 2025

Editorial: Digital health technologies for shared decision making

in Human Factors and Digital Health

Marcus Cheetham
Helena Canhão
Anna Lisa Martin-Niedecken
Nikola Biller-Andorno
Christoph A. Meier

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1574102

1,872 views

Original Research

Published on 02 May 2025

Vocal biomarkers in heart failure—design, rationale and baseline characteristics of the AHF-Voice study

in Connected Health

Fabian Kerwagen
Maximilian Bauser
Magdalena Baur
Fabian Kraus
Caroline Morbach
Rüdiger Pryss
Kristen Rak
Stefan Frantz
Michael Weber
Julia Hoxha

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1548600

4,551 views
3 citations

Original Research

Published on 02 May 2025

The role of technology and screen media use in treatment outcomes of children participating in a digital mental health intervention: a retrospective analysis of Bend Health

in Digital Mental Health

Kelsey McAlister
Darian Lawrence-Sidebottom
Donna McCutchen
Monika Roots
Jennifer Huberty

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1556468

2,970 views
1 citation

Original Research

Published on 02 May 2025

Efficient patient care in the digital age: impact of online appointment scheduling in a medical practice and a university hospital on the “no-show”-rate

in Health Technology Implementation

Paola Kammrath Betancor
Daniel Boehringer
Jens Jordan
Charlotte Lüchtenberg
Marcus Lambeck
Manuel Christoph Ketterer
Thomas Reinhard
Michael Reich

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1567397

15,624 views
3 citations

Review

Published on 01 May 2025

Application of artificial intelligence and machine learning in lung transplantation: a comprehensive review

in Personalized Medicine

Xiting Liu
Wenqian Chen
Wenwen Du
Pengmei Li
Xiaoxing Wang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1583490

3,990 views
4 citations

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

4,448 views
1 citation

Mini Review

Published on 30 Apr 2025

Beyond the gender data gap: co-creating equitable digital patient twins

in Health Technology Implementation

Nora Weinberger
Daniela Hery
Dana Mahr
Stephan O. Adler
Jean Stadlbauer
Theresa D. Ahrens

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1584415

4,614 views
9 citations

Original Research

Published on 30 Apr 2025

The quest for blood pressure markers in photoplethysmography and its applications in digital health

in Personalized Medicine

Josep Sola
Andreu Arderiu
Tiago P. Almeida
Sibylle Fallet
Sasan Yazdani
Serj Haddad
David Perruchoud
Olivier Grossenbacher
Jay Shah

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1518322

6,088 views
3 citations

Original Research

Published on 30 Apr 2025

Comparison of the diagnostic concordance of tele-EMS and EMS physicians in the emergency medical service—a subanalysis of the TEMS-trial

in Personalized Medicine

Patrick P. Hess
Michael Czaplik
Johanna Hess
Hanna Schröder
Stefan K. Beckers
Andreas Follmann
Mark Pitsch
Marc Felzen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1519619

2,552 views

Original Research

Published on 30 Apr 2025

Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning

in Digital Mental Health

Lydia Helene Rupp
Akash Kumar
Misha Sadeghi
Lena Schindler-Gmelch
Marie Keinert
Bjoern M. Eskofier
Matthias Berking

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1578917

4,004 views
1 citation

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

3,967 views
6 citations

1,719 articles

articles

Data, dialogue, and design: patient and public involvement and engagement for natural language processing with real-world cancer data

Personalization variables in digital mental health interventions for depression and anxiety in adolescents and youth: a scoping review

Governance for anti-racist AI in healthcare: integrating racism-related stress in psychiatric algorithms for Black Americans

Interpretable AI-driven multi-objective risk prediction in heart failure patients with thyroid dysfunction

Optimizing patient check-in process for telehealth visits: a data-driven perspective

Navigating the design of simulated exercising peers: insights from a participatory design study

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

Applying models of self-regulated learning to understand engagement with digital health interventions: a narrative review

Editorial: Designing and evaluating digital health interventions

Effectiveness of mobile health in symptom management of prostate cancer patients: a systematic review and meta-analysis

Real-time monitoring of military health and readiness: a perspective on future research

Exploring characteristics and common features of digital health in pediatric care in developing countries: a systematic review

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

Editorial: Digital health technologies for shared decision making

Vocal biomarkers in heart failure—design, rationale and baseline characteristics of the AHF-Voice study

The role of technology and screen media use in treatment outcomes of children participating in a digital mental health intervention: a retrospective analysis of Bend Health

Efficient patient care in the digital age: impact of online appointment scheduling in a medical practice and a university hospital on the “no-show”-rate

Application of artificial intelligence and machine learning in lung transplantation: a comprehensive review

Weakly supervised text classification on free-text comments in patient-reported outcome measures

Beyond the gender data gap: co-creating equitable digital patient twins

The quest for blood pressure markers in photoplethysmography and its applications in digital health

Comparison of the diagnostic concordance of tele-EMS and EMS physicians in the emergency medical service—a subanalysis of the TEMS-trial

Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning

A novel transformer-based approach for cardiovascular disease detection