Frontiers in Digital Health

Original Research

Published on 27 Mar 2025

DATA 5.0—Data Acquisition, Translation & Analysis—a prospective urooncological data warehouse for the 21st century

Viktoria Schütz
Christine Geisler
Mathias Rath
Sarah Böning
Thomas Treber
Albrecht Stenzinger
Alexander Brobeil
Oliver Reinhard
Anette Duensing
Stefan Duensing

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1530321

2,316 views

Systematic Review

Published on 27 Mar 2025

Machine learning and artificial intelligence in type 2 diabetes prediction: a comprehensive 33-year bibliometric and literature analysis

Mahreen Kiran
Ying Xie
Nasreen Anjum
Graham Ball
Barbara Pierscionek
Duncan Russell

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1557467

16,524 views
28 citations

Systematic Review

Published on 27 Mar 2025

The gaps and challenges in digital health technology use as perceived by patients: a scoping review and narrative meta-synthesis

Georgia Livieri
Eleni Mangina
Evangelos D. Protopapadakis
Andrie G. Panayiotou

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1474956

19,037 views
18 citations

Original Research

Published on 27 Mar 2025

Investigating the accuracy of Garmin PPG sensors on differing skin types based on the Fitzpatrick scale: cross-sectional comparison study

Annie Icenhower
Claire Murphy
Amber K. Brooks
Megan Irby
Kindia N’dah
Justin Robison
Jason Fanning

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1553565

5,512 views
6 citations

Original Research

Published on 27 Mar 2025

The effect of WhatsApp-based reminders on enhancing knowledge and adherence to weekly iron-folic acid supplementation among adolescent girls in Maluku, Indonesia

Mega Clarita Laurence
Christiana Rialine Titaley
Ritha Tahitu
Elpira Asmin
Nathalie Elischeva Kailola
Sean Semuel Istia
Yudhie Djuhastidar Tando
Lershito Antonio Pasamba
Liyani Sartika Sara

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1542006

3,617 views
3 citations

Brief Research Report

Published on 27 Mar 2025

Clinical performance of Hedia Diabetes Assistant bolus calculator for diabetes management: a real-world retrospective cohort study

Kenney Fehrenkamp Pedersen
Anne Østerskov
Sabrina Mai Nielsen
Gkikas Karagkounis
Astrid Karnøe Knudsen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1430744

1,911 views

Mini Review

Published on 27 Mar 2025

Interactive Panel Summaries of the 2024 Voice AI Symposium

Jean-Christophe Bélisle-Pipon
James Anibal
Ruth Bahr
Steven Bedrick
Oita Coleman
David Dorr
Barbara J. Evans
Guy Fagherazzi
Alexander Gelbard
Satrajit Ghosh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1484521

3,399 views
1 citation

Perspective

Published on 25 Mar 2025

Returning individual wearable sensor results to participants: perspectives on challenges and lessons learned

Krista S. Leonard-Corzo
Shelby L. Bachman
Jennifer M. Blankenship
Ieuan Clay
Kate Lyden

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1569452

1,352 views
1 citation

Systematic Review

Published on 24 Mar 2025

Advancements and challenges in methodological approaches for game-based health interventions: a scoping review

Shaina Glass
Alexia Galati

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1561422

2,878 views
2 citations

Perspective

Published on 24 Mar 2025

The role of trustworthy and reliable AI for multiple sclerosis

Lorin Werthen-Brabants
Tom Dhaene
Dirk Deschrijver

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1507159

1,800 views
1 citation

Original Research

Published on 24 Mar 2025

The role of social media messages and content creators in shaping COVID-19 vaccination intentions

Xiaofeng Jia
Soyeon Ahn
Susan E. Morgan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1448884

3,856 views
3 citations

Perspective

Published on 20 Mar 2025

A human-centered perspective on research challenges for hybrid human artificial intelligence in lifestyle and behavior change support

Chenxu Hao
Susanne Uusitalo
Caroline Figueroa
Quirine T. S. Smit
Michael Strange
Wen-Tseng Chang
M. I. Ribeiro
Vanita Kouomogne Nana
Myrthe L. Tielman
Maaike H. T. de Boer

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1544185

3,191 views
4 citations

Original Research

Published on 18 Mar 2025

Digital stress and friendship conflict in adolescence: the role of perceived norms and features of social media

Federica Angelini
Gianluca Gini

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1497222

11,062 views
4 citations

Original Research

Published on 18 Mar 2025

Integrated portable ECG monitoring system with CNN classification for early arrhythmia detection

Aayush Panwar
Modigari Narendra
Arnav Arya
Rohan Raj
Arnab Kumar

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1535335

7,070 views
7 citations

Original Research

Published on 18 Mar 2025

Stepping toward implementation using co-design: development of hospital protocols and resources for using wearable activity trackers in a hospital service

Kimberley Szeto
Aaron Davis
John Arnold
Ian Gwilt
Aislin Forrest
Isaac Heyne
Anthony Hewitt
Peter Diestel-Feddersen
Dominique Edwards
Ben Singh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1520991

2,634 views
1 citation

Community Case Study

Published on 18 Mar 2025

Experience developing a pediatric medical chatbot in Singapore: a digital innovation for improved emergency care

Choo Min
Rong Xiu Cynthia Lim
Sek Wan Tan
Sashikumar Ganapathy

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1557804

4,351 views
1 citation

Perspective

Published on 18 Mar 2025

Synthetic data generation: a privacy-preserving approach to accelerate rare disease research

Jorge M. Mendes
Aziz Barbar
Marwa Refaie

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1563991

13,033 views
26 citations

Original Research

Published on 17 Mar 2025

Immersive solutions: South African community service nurses' perspectives on virtual reality potential in hypertension management

Jayd Brittany Vitorino Clara
Charlene Downing
Patrick Ndayizigamiye
Pieter Herman Myburgh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1430438

4,487 views

Perspective

Published on 14 Mar 2025

Approaches to identify scenarios for data science implementations within healthcare settings: recommendations based on experiences at multiple academic institutions

Lillian Sung
Michael Brudno
Michael C. W. Caesar
Amol A. Verma
Brad Buchsbaum
Ravi Retnakaran
Vasily Giannakeas
Azadeh Kushki
Gary D. Bader
Helen Lasthiotakis

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1511943

1,780 views

Original Research

Published on 14 Mar 2025

Physicians and AI in healthcare: insights from a mixed-methods study in Poland on adoption and challenges

Ewelina Kowalewska

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1556921

5,486 views
4 citations

Review

Published on 14 Mar 2025

An integrative review on children's perceived and experienced subjective digital well-being

Halla Björk Holmarsdottir
Idunn Seland
Liudmila Zinoveva
Monica Barbovschi
Alina Bărbuță
Dimitris Parsanoglou
Maria Symeonaki

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1410609

3,127 views

Original Research

Published on 13 Mar 2025

Self-initiated humour protocol: a pilot study with an AI agent

Abbas Edalat
Ruoyu Hu
Zeena Patel
Neophytos Polydorou
Frank Ryan
Dasha Nicholls

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1530131

7,052 views
4 citations

Mini Review

Published on 13 Mar 2025

Promoting mental health in the age of new digital tools: balancing challenges and opportunities of social media, chatbots, and wearables

Julien Coelho
Florian Pécune
Jean-Arthur Micoulaud-Franchi
Bernard Bioulac
Pierre Philip

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1560580

19,219 views
15 citations

1,717 Publications

volumes

Volume 7 - 2025

DATA 5.0—Data Acquisition, Translation & Analysis—a prospective urooncological data warehouse for the 21st century

Machine learning and artificial intelligence in type 2 diabetes prediction: a comprehensive 33-year bibliometric and literature analysis

The gaps and challenges in digital health technology use as perceived by patients: a scoping review and narrative meta-synthesis

Investigating the accuracy of Garmin PPG sensors on differing skin types based on the Fitzpatrick scale: cross-sectional comparison study

The effect of WhatsApp-based reminders on enhancing knowledge and adherence to weekly iron-folic acid supplementation among adolescent girls in Maluku, Indonesia

Clinical performance of Hedia Diabetes Assistant bolus calculator for diabetes management: a real-world retrospective cohort study

Interactive Panel Summaries of the 2024 Voice AI Symposium

Returning individual wearable sensor results to participants: perspectives on challenges and lessons learned

Advancements and challenges in methodological approaches for game-based health interventions: a scoping review

The role of trustworthy and reliable AI for multiple sclerosis

The role of social media messages and content creators in shaping COVID-19 vaccination intentions

A human-centered perspective on research challenges for hybrid human artificial intelligence in lifestyle and behavior change support

Digital stress and friendship conflict in adolescence: the role of perceived norms and features of social media

Integrated portable ECG monitoring system with CNN classification for early arrhythmia detection

Stepping toward implementation using co-design: development of hospital protocols and resources for using wearable activity trackers in a hospital service

Experience developing a pediatric medical chatbot in Singapore: a digital innovation for improved emergency care

Synthetic data generation: a privacy-preserving approach to accelerate rare disease research

Immersive solutions: South African community service nurses' perspectives on virtual reality potential in hypertension management

Approaches to identify scenarios for data science implementations within healthcare settings: recommendations based on experiences at multiple academic institutions

Physicians and AI in healthcare: insights from a mixed-methods study in Poland on adoption and challenges

An integrative review on children's perceived and experienced subjective digital well-being

Self-initiated humour protocol: a pilot study with an AI agent

Promoting mental health in the age of new digital tools: balancing challenges and opportunities of social media, chatbots, and wearables

Volume 6 - 2024

Artificial intelligence application in counselling practices. A multigroup analysis of acceptance and awareness using gender and professional rank