Frontiers in Digital Health

Systematic Review

Published on 25 Sep 2025

Artificial intelligence in nursing: a systematic review of attitudes, literacy, readiness, and adoption intentions among nursing students and practicing nurses

in Health Technology Implementation

Rabie Adel El Arab
Alya H. Alshakihs
Sarah H. Alabdulwahab
Yasmeen S. Almubarak
Shahad S. Alkhalifah
Amany Abdrbo
Salwa Hassanein
Mette Sagbakken

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1666005

17,416 views
5 citations

Original Research

Published on 25 Sep 2025

Healthcare Professionals’ perspectives on AI-driven decision support in young adult mental health: an analysis through the lens of a shared decision-making framework

in Digital Mental Health

Hassan Auf
Jens Nygren
Lina E. Lundgren
Lena Petersson
Petra Svedberg

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1588759

3,700 views

Review

Published on 23 Sep 2025

AI reshaping life sciences: intelligent transformation, application challenges, and future convergence in neuroscience, biology, and medicine

in Health Informatics

Jiahuan Gong
Zihao Zhao
Xinxin Niu
Yanan Ji
Hualin Sun
Yuntian Shen
Bingqian Chen
Bei Wu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1666415

6,522 views
2 citations

Original Research

Published on 23 Sep 2025

Self-help psychological intervention for young individuals during the post-COVID-19 era: development of a PST chatbot using GPT-4

in Digital Mental Health

Liuling Mo
He Li
Yanbo Zhang
Ang Li
Ziyue Xiong
Peixin Cun
Tingshao Zhu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1627268

2,236 views

Original Research

Published on 23 Sep 2025

Cautious optimism: public voices on medical AI and sociotechnical harm

in Ethical Digital Health

Beverley A. Townsend
Victoria J. Hodge
Hannah Richardson
Radu Calinescu
T.T. Arvind

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1625747

3,100 views
2 citations

Brief Research Report

Published on 22 Sep 2025

Exploring health professionals' views on the depiction of conversational agents as health professionals: a qualitative descriptive study

in Human Factors and Digital Health

A. Luke MacNeill
Lillian MacNeill
Alison Luke
Shelley Doucet

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1590514

1,854 views

Editorial

Published on 22 Sep 2025

Editorial: The scale-up and sustainability of digital health interventions in low- and middle-income settings

in Health Technology Implementation

Bassey Ebenso
Eve Namisango
Ibukun-Oluwa Abejirinde
Matthew J. Allsop

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1634223

3,857 views
2 citations

Perspective

Published on 19 Sep 2025

Prevention of sudden unexpected postnatal collapse in wellbeing newborns by remote digital health technologies

in Health Technology Implementation

Massimo Berger
Adalberto Brach del Prever
Michele Mario Calvo
Roberto Bellino
Davide Gallina
Fabio Stefano Timeus
Fabrizio Bogliatto

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1598541

1,839 views

Community Case Study

Published on 19 Sep 2025

Increasing access to care through digital health for the Medicaid population: a novel community case study

in Connected Health

Melinda Cooling
Colleen J. Klein
Matthew D. Dalstrom
Roopa Foulger
Jennifer Junis
Jonathan A. Handler

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1524590

2,717 views
1 citation

Technology and Code

Published on 19 Sep 2025

DISCOVER: a Data-driven Interactive System for Comprehensive Observation, Visualization, and ExploRation of human behavior

in Digital Mental Health

Tobias Hallmen
Dominik Schiller
Antonia Vehlen
Steffen Eberhardt
Tobias Baur
Daksitha Withanage Don
Wolfgang Lutz
Elisabeth André

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1638539

2,123 views
1 citation

Original Research

Published on 19 Sep 2025

TRACE: applying AI language models to extract ancestry information from curated biomedical literature

in Health Technology Implementation

Alison M. Veintimilla
Chintan K. Acharya
Connie J. Mulligan
Ruogu Fang
Erika Moore

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1608370

2,238 views

Original Research

Published on 16 Sep 2025

Development of a novel artificial intelligence algorithm for interpreting fetal heart rate and uterine activity data in cardiotocography

in Health Technology Implementation

Rohit Pardasani
Renee Vitullo
Sara Harris
Halit O. Yapici
John Beard

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1638424

3,676 views
2 citations

Original Research

Published on 16 Sep 2025

Impact of integrating guidelines into an antimicrobial stewardship smartphone application on outpatient antibiotic prescribing: a segmented interrupted time series analysis

in Health Technology Implementation

Ahmed A. Sadeq
Laila Z. Alhaj Ali
Jinan M. Shamseddine
Barbara R. Conway
Stuart E. Bond
Rizwan Ali
William J. Lattyak
Zahir Osman Eltahir Babiker
Mamoon A. Aldeyab

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1647528

2,536 views
1 citation

Original Research

Published on 16 Sep 2025

Beyond weight loss: digital therapeutic for behavioral change and psychological well-being for individuals with overweight and obesity in a primary healthcare setting—A randomized controlled pilot study

in Digital Mental Health

Marthe Isaksen Aukan
Maria Arlèn Larsen
Tone Iren Melan
Øyvind Olav Salvesen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1671649

4,113 views

Original Research

Published on 15 Sep 2025

Evaluating CFIR 2.0 in identifying digital twin implementation challenges in healthcare: bridging the dichotomy between engineering and healthcare communities

in Health Technology Implementation

Md Doulotuzzaman Xames
Taylan G. Topcu
Sarah H. Parker
Vivian Zagarese
John W. Epling

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1611225

3,264 views
1 citation

Review

Published on 15 Sep 2025

How to evaluate user experience in digital health? A scoping review of questionnaires in virtual reality applications

in Human Factors and Digital Health

Francesca Bruni
Valentina Mancuso
Elisa Pedroli

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1561364

3,206 views

Systematic Review

Published on 15 Sep 2025

What are the functionalities and features of mobile health record apps supporting persons experiencing social exclusion? A systematic literature review

in Human Factors and Digital Health

Felicien Izaturwanaho
Marie E. Ward
Clíona Ní Cheallaigh
Maeve Moran
Geraldine Fitzgerald
David Mockler
Una Geary
Siobhán Corrigan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1629289

3,001 views

Systematic Review

Published on 11 Sep 2025

A systematic review of ethical considerations of large language models in healthcare and medicine

in Ethical Digital Health

Muhammad Fareed
Madeeha Fatima
Jamal Uddin
Adeel Ahmed
Muhammad Awais Sattar

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1653631

7,710 views
8 citations

Technology and Code

Published on 11 Sep 2025

Synthetic patient and interview transcript creator: an essential tool for LLMs in mental health

in Digital Mental Health

Aleyna Warner
Jeffrey LeDue
Yutong Cao
Joseph Tham
Timothy H. Murphy

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1625444

2,619 views
1 citation

Original Research

Published on 10 Sep 2025

Alter egos alter engagement: perspective-taking can improve disclosure quantity and depth to AI chatbots in promoting mental wellbeing

in Human Factors and Digital Health

Christopher You
Rashi Ghosh
Melissa Vilaro
Roshan Venkatakrishnan
Rohith Venkatakrishnan
Andrew Maxim
Xuening Peng
Danish Tamboli
Benjamin Lok

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1655860

3,658 views
1 citation

Review

Published on 10 Sep 2025

Ethics of AI in healthcare: a scoping review demonstrating applicability of a foundational framework

in Ethical Digital Health

Aaron J. Gorelik
Mengyuan Li
Jessica Hahne
Junyi Wang
Yongqi Ren
Lei Yang
Xin Zhang
Xing Liu
Xiaomin Wang
Ryan Bogdan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1662642

10,299 views
7 citations

Original Research

Published on 10 Sep 2025

Antibiotic stewardship through clinical data digitization: perceived opportunities and obstructions by medical doctors from semi-urban setting in central India

in Health Communications and Behavior Change

Mala Kanthali
Gautam Bhagwat
Ashish Pathak
Manju Purohit

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1652086

1,962 views

Brief Research Report

Published on 10 Sep 2025

Examining the use of different message categories to communicate AMR: a content analysis of instagram posts

in Health Communications and Behavior Change

Sana Parveen
Wei-Jan Chang
Patricia McHugh
Akke Vellinga

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1564584

2,351 views

Systematic Review

Published on 10 Sep 2025

Stress management interventions for university students in low-and middle-income countries: a systematic review and meta-analysis

in Digital Mental Health

Dilfa Juniar
Wouter van Ballegooijen
Gabrielle Kleygrewe
Anneke van Schaik
Jan Passchier
Heleen Riper

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1603389

7,619 views
1 citation

1,719 articles

articles

Artificial intelligence in nursing: a systematic review of attitudes, literacy, readiness, and adoption intentions among nursing students and practicing nurses

Healthcare Professionals’ perspectives on AI-driven decision support in young adult mental health: an analysis through the lens of a shared decision-making framework

AI reshaping life sciences: intelligent transformation, application challenges, and future convergence in neuroscience, biology, and medicine

Self-help psychological intervention for young individuals during the post-COVID-19 era: development of a PST chatbot using GPT-4

Cautious optimism: public voices on medical AI and sociotechnical harm

Exploring health professionals' views on the depiction of conversational agents as health professionals: a qualitative descriptive study

Editorial: The scale-up and sustainability of digital health interventions in low- and middle-income settings

Prevention of sudden unexpected postnatal collapse in wellbeing newborns by remote digital health technologies

Increasing access to care through digital health for the Medicaid population: a novel community case study

DISCOVER: a Data-driven Interactive System for Comprehensive Observation, Visualization, and ExploRation of human behavior

TRACE: applying AI language models to extract ancestry information from curated biomedical literature

Development of a novel artificial intelligence algorithm for interpreting fetal heart rate and uterine activity data in cardiotocography

Impact of integrating guidelines into an antimicrobial stewardship smartphone application on outpatient antibiotic prescribing: a segmented interrupted time series analysis

Beyond weight loss: digital therapeutic for behavioral change and psychological well-being for individuals with overweight and obesity in a primary healthcare setting—A randomized controlled pilot study

Evaluating CFIR 2.0 in identifying digital twin implementation challenges in healthcare: bridging the dichotomy between engineering and healthcare communities

How to evaluate user experience in digital health? A scoping review of questionnaires in virtual reality applications

What are the functionalities and features of mobile health record apps supporting persons experiencing social exclusion? A systematic literature review

A systematic review of ethical considerations of large language models in healthcare and medicine

Synthetic patient and interview transcript creator: an essential tool for LLMs in mental health

Alter egos alter engagement: perspective-taking can improve disclosure quantity and depth to AI chatbots in promoting mental wellbeing

Ethics of AI in healthcare: a scoping review demonstrating applicability of a foundational framework

Antibiotic stewardship through clinical data digitization: perceived opportunities and obstructions by medical doctors from semi-urban setting in central India

Examining the use of different message categories to communicate AMR: a content analysis of instagram posts

Stress management interventions for university students in low-and middle-income countries: a systematic review and meta-analysis