Frontiers in Digital Health | Health Informatics

Original Research

Published on 08 Sep 2025

Knowledge, use and perceptions of artificial intelligence Chatbots among Italian physiotherapists: an online cross-sectional survey

in Health Informatics

Manuela Deodato
Raffaele Sabot
Alessandra Galmonte
Alvisa Palese
Greta Castellini
Andrea Turolla
Paolo Pillastrini
Chad Cook
Lia Rodeghiero
Silvia Gianola

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1671521

3,117 views

Editorial

Published on 05 Sep 2025

Editorial: Artificial intelligence for child health and wellbeing

in Health Informatics

Florian B. Pokorny
Katrin D. Bartl-Pokorny

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1685788

1,447 views

Original Research

Published on 04 Sep 2025

Neural network analysis of the contribution of psychotropic prescription sequences to the risk of non-psychiatric adverse events in bipolar and schizophrenia spectrum disorders

in Health Informatics

Nathan Vidal
Mohammed Sedki
Nadia Younès
Hugo Bottemanne
Paul Roux
Eric Brunet-Gouet

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1633220

1,339 views

Technology and Code

Published on 01 Sep 2025

Assessment of shoulder functional movements through inertial measurement units for tele-rehabilitation: a quaternion-based approach

in Health Informatics

Matteo Iurato
Paolo Dondero
Mirko Job
Ronny Stanzani
Gaia Leuzzi
Igor Ingegnosi
Marco Testa

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1576031

1,569 views

Perspective

Published on 29 Aug 2025

Ontologies as the semantic bridge between artificial intelligence and healthcare

in Health Informatics

Radha Ambalavanan
R Sterling Snead
Julia Marczika
Gideon Towett
Alex Malioukis
Mercy Mbogori-Kairichi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1668385

5,959 views
3 citations

Brief Research Report

Published on 25 Aug 2025

Performance of vision language models for optic disc swelling identification on fundus photographs

in Health Informatics

Kelvin Zhenghao Li
Tuyet Thao Nguyen
Heather E. Moss

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1660887

1,840 views
1 citation

Methods

Published on 20 Aug 2025

Challenges of identification and anonymity in time-continuous data from medical environments

in Health Informatics

Freimut Hammer
Thorsten Strufe

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1604001

1,182 views

Original Research

Published on 18 Aug 2025

The Noor Project: fair transformer transfer learning for autism spectrum disorder recognition from speech

in Health Informatics

Najla D. Al Futaisi
Björn W. Schuller
Fabien Ringeval
Maja Pantic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1274675

1,741 views
1 citation

Opinion

Published on 18 Aug 2025

Preparing hospitals and health organizations for AI: practical guidelines for the required infrastructure

in Health Informatics

Emil Byberg
Marco Crimi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1605006

2,940 views

Methods

Published on 13 Aug 2025

Investigating lightweight and interpretable machine learning models for efficient and explainable stress detection

in Health Informatics

Debasish Ghose
Ayan Chatterjee
Indika A. M. Balapuwaduge
Yuan Lin
Soumya P. Dash

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1523381

2,949 views
1 citation

Review

Published on 05 Aug 2025

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

in Health Informatics

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

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1633458

2,830 views
1 citation

Editorial

Published on 04 Aug 2025

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

in Health Informatics

Hyewon Jeong
Sanjat Kanjilal
Sherry H. Yu
Akshay Kothakonda

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1668543

1,339 views

Original Research

Published on 11 Jul 2025

LarynxFormer: a transformer-based framework for processing and segmenting laryngeal images

in Health Informatics

Rune Mæstad
Abdul Hanan
Haakon Kristian Kvidaland
Hege Clemm
Reza Arghandeh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1459136

1,615 views

Original Research

Published on 09 Jul 2025

Transfer learning with class activation maps in compositions driving plaque classification in carotid ultrasound

in Health Informatics

Georgia D. Liapi
Christos P. Loizou
Maura Griffin
Constantinos S. Pattichis
Andrew Nicolaides
Efthyvoulos Kyriacou

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1484231

1,486 views

Original Research

Published on 07 Jul 2025

Implementation of the electronic community health information system in rural East Shewa zone, Eastern Ethiopia: a CFIR-ERIC framework for facilitators, barriers and implementation strategies

in Health Informatics

Serbesa Dereje Degaga
Solomon Shiferaw Yesuf
Girma Taye Aweke

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1554995

3,092 views
1 citation

Original Research

Published on 30 Jun 2025

Towards a secure cloud repository architecture for the continuous monitoring of patients with mental disorders

in Health Informatics

Dimitra Georgiou
Stamatis Katsaounis
Panayiotis Tsanakas
Ilias Maglogiannis
Parisis Gallos

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1567702

1,527 views
1 citation

Original Research

Published on 19 Jun 2025

Enhancing heart disease prediction with stacked ensemble and MCDM-based ranking: an optimized RST-ML approach

in Health Informatics

T. Ashika
G. Hannah Grace

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1609308

3,808 views
3 citations

Original Research

Published on 18 Jun 2025

Research trends in the application of artificial intelligence in nursing of chronic disease: a bibliometric and network visualization study

in Health Informatics

Chao Du
Jing Zhou
Yuexin Yu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1608266

4,437 views
2 citations

Review

Published on 05 Jun 2025

The development and use of data warehousing in clinical settings: a scoping review

in Health Informatics

Shiyang Lyu
Simon Craig
Gerard O'Reilly
David Taniar

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1599514

6,509 views
2 citations

Perspective

Published on 05 Jun 2025

Standards in sync: five principles to achieve semantic interoperability for TRUE research for healthcare

in Health Informatics

Rhonda Facile
Catherine Chronaki
Peter van Reusel
Rebecca Kush

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1567624

3,768 views
1 citation

Original Research

Published on 03 Jun 2025

Participatory design and evaluation of digital coaching for improving health—the star multicomponent lifestyle intervention

in Health Informatics

Helena Lindgren
Kaan Kilic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1600535

1,640 views

Original Research

Published on 03 Jun 2025

A modified UTAUT model for acceptance to use telemedicine services and its predictors among healthcare professionals at public hospitals in North Shewa Zone of Oromia Regional State, Ethiopia

in Health Informatics

Debela Tsegaye Hailu
Mequannint Sharew Melaku
Solomon Abuhay Abebe
Agmasie Damtew Walle
Kefyalew Naniye Tilahun
Kassahun Dessie Gashu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1469365

3,998 views
3 citations

Original Research

Published on 30 May 2025

Synthetic4Health: generating annotated synthetic clinical letters

in Health Informatics

Libo Ren
Samuel Belkadi
Lifeng Han
Warren Del-Pinto
Goran Nenadic

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1497130

2,757 views
2 citations

Original Research

Published on 30 May 2025

Machine learning and explainable artificial intelligence to predict and interpret lead toxicity in pregnant women and unborn baby

in Health Informatics

Priyanka Chaurasia
Pratheepan Yogarajah
Abbas Ali Mahdi
Sally McClean
Mohammad Kaleem Ahmad
Tabrez Jafar
Sanjay Kumar Singh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1608949

2,420 views
1 citation

353 articles

articles

Knowledge, use and perceptions of artificial intelligence Chatbots among Italian physiotherapists: an online cross-sectional survey

Editorial: Artificial intelligence for child health and wellbeing

Neural network analysis of the contribution of psychotropic prescription sequences to the risk of non-psychiatric adverse events in bipolar and schizophrenia spectrum disorders

Assessment of shoulder functional movements through inertial measurement units for tele-rehabilitation: a quaternion-based approach

Ontologies as the semantic bridge between artificial intelligence and healthcare

Performance of vision language models for optic disc swelling identification on fundus photographs

Challenges of identification and anonymity in time-continuous data from medical environments

The Noor Project: fair transformer transfer learning for autism spectrum disorder recognition from speech

Preparing hospitals and health organizations for AI: practical guidelines for the required infrastructure

Investigating lightweight and interpretable machine learning models for efficient and explainable stress detection

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

LarynxFormer: a transformer-based framework for processing and segmenting laryngeal images

Transfer learning with class activation maps in compositions driving plaque classification in carotid ultrasound

Implementation of the electronic community health information system in rural East Shewa zone, Eastern Ethiopia: a CFIR-ERIC framework for facilitators, barriers and implementation strategies

Towards a secure cloud repository architecture for the continuous monitoring of patients with mental disorders

Enhancing heart disease prediction with stacked ensemble and MCDM-based ranking: an optimized RST-ML approach

Research trends in the application of artificial intelligence in nursing of chronic disease: a bibliometric and network visualization study

The development and use of data warehousing in clinical settings: a scoping review

Standards in sync: five principles to achieve semantic interoperability for TRUE research for healthcare

Participatory design and evaluation of digital coaching for improving health—the star multicomponent lifestyle intervention

A modified UTAUT model for acceptance to use telemedicine services and its predictors among healthcare professionals at public hospitals in North Shewa Zone of Oromia Regional State, Ethiopia

Synthetic4Health: generating annotated synthetic clinical letters

Machine learning and explainable artificial intelligence to predict and interpret lead toxicity in pregnant women and unborn baby