Frontiers in Digital Health

Original Research

Published on 27 Oct 2025

Decentralized digital health ecosystems: a unified architecture for AI-enhanced medical record management

in Health Informatics

Harsha Kumar A.
Preetham Venkatram C.
Saran N.
Disha Daniel
Praveen Joe I. R.

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1685628

2,943 views

Original Research

Published on 27 Oct 2025

Data protection, interoperability and governance assessment tool: results from a proof-of-concept survey

in Health Informatics

Concetta Tania Di Iorio
Elettra Ronchi
Ivan Pristas
Tamara Buble
Nicholas Nicholson
Fabrizio Carinci

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1685774

1,386 views

Original Research

Published on 23 Oct 2025

Enhancing neuropsychological assessment clinical pathways in Parkinson's disease through the use of technology

in Connected Health

Elton H. Lobo
Peter Worthy
Deborah Brooks
Kirstine Shrubsole
Dana Pourzinal
Deepa Sriram
Rachel Fels
Ji Hyun Yang
Jacki Liddle
Leander K. Mitchell

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1681221

1,864 views

Policy and Practice Reviews

Published on 23 Oct 2025

Aligning with regulatory agencies for the use of digital health technologies in drug development: a case study from Parkinson's disease

in Connected Health

Derek L. Hill
Camile Carroll
Ramona Belfiore-Oshan
Diane Stephenson

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1415202

2,317 views
1 citation

Original Research

Published on 21 Oct 2025

Valuing diagnostic AI: a structured reimbursement model for learning healthcare systems

in Ethical Digital Health

Jan Kirchhoff
Christian Schieder
Fabian Berns
Johannes Schobel

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1642750

2,392 views
1 citation

Curriculum, Instruction, and Pedagogy

Published on 21 Oct 2025

Adapting data science competencies by role and purpose: Voice AI

in Connected Health

David A. Dorr
Andrea Krussel
Rachel Hauck
Christie Jackson
Abhijeet Dalal
Steven Bedrick
Philip R. O. Payne
Bridge2AI-Voice Consortium
William Hersh
Yael Bensoussan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1610253

1,900 views

Original Research

Published on 17 Oct 2025

An AI-powered data curation and publishing virtual assistant: usability and explainability/causability of, and patient interest in the first-generation prototype

in Connected Health

Rutger van Mierlo
Wenjie Liang
Kerli Norak
Michaela Kargl
Mall Maasik
Anne-Lore Bynens
Markus Plass
Markus Kreuzthaler
Martin Benedikt
Laura Hochstenbach

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1629413

2,460 views
1 citation

Review

Published on 17 Oct 2025

Increasing the inclusivity of digital health co-production: an integrative review

in Health Informatics

Ian Litchfield
Gayathri Delanerolle
Helen Juffs
Stephanie Bloxham
Sian Dunning
Lorraine Harper

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1636469

2,133 views
2 citations

Original Research

Published on 17 Oct 2025

Skin disease diagnosis using decision and feature level fusion of deep features

in Health Technology Implementation

Md. Zasim Uddin
Md. Arif Shahriar
Björn W. Schuller
Md. Nadim Mahamood
Md. Atiqur Rahman Ahad

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1478688

2,443 views

Clinical Trial

Published on 15 Oct 2025

App-based multimodal lifestyle-intervention for essential hypertension (HYPE): a decentralized randomised controlled trial

in Connected Health

Christian Beger
Marco Lehmann
Marisa Kaup
Lucy Jones
Ana Mijuskovic
Florian P. Limbourg

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1672553

3,508 views

Hypothesis and Theory

Published on 15 Oct 2025

Multidisciplinary perspectives on personalised prevention in youth mental health

in Digital Mental Health

Johanna Löchner
Mariana Bolivar
Lesley Booth
Sara Canella
Michele Calobro
Joseph Firth
Azucena Garcia-Palacios
Aleksandra Kyritsaka
Lasse B. Sander
Caroline Seiferth

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1568472

2,491 views

Original Research

Published on 15 Oct 2025

Artificial intelligence in patient education: evaluating large language models for understanding rheumatology literature

in Health Informatics

Claudia Mendoza-Pinto
Pamela Munguía-Realpozo
Ivet Etchegaray-Morales
Edith Ramírez-Lara
Juan Carlos Solis-Poblano
Máximo Alejandro García-Flores
Jorge Ayón-Aguilar

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1623399

1,658 views
1 citation

Review

Published on 15 Oct 2025

Emotionally adaptive support: a narrative review of affective computing for mental health

in Digital Mental Health

Michelle Schlicher
Yupei Li
Sunil Munthumoduku Krishna Murthy
Qiyang Sun
Björn W. Schuller

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1657031

6,500 views
2 citations

Systematic Review

Published on 14 Oct 2025

Trends and developments in health systems modeling: a bibliometric analysis

in Health Informatics

Kudakwashe Maguraushe
Patrick Ndayizigamiye
Tebogo Bokaba

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1595310

2,029 views
2 citations

Review

Published on 13 Oct 2025

A literature review of remote mental health screening: barriers, potential solutions, and tools

in Digital Mental Health

Nicole Quiram
Tamjid Salam
Fatima Sadjadpour
Niyousha Hosseinichimeh
Lenore Jarvis
Lamia Soghier

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1670691

1,664 views

Original Research

Published on 10 Oct 2025

Spatial analytics to elucidate the incubation period and drivers of visceral leishmaniasis: case of Turkana County in Kenya

in Health Technology Implementation

Kennedy Senagi
Maureen Nzilani
Evans Omondi
David P. Tchouassi
Tobias Landmann
Damaris Matoke-Muhia
Emmanuel Okunga
Barrington Gesimba
Elfatih M. Abdel-Rahman
Dawn Maranga

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1643314

3,399 views

Study Protocol

Published on 08 Oct 2025

Digital home-based multimodal prehabilitation of colorectal cancer patients prior to surgery (the dHOPE study): a non-inferiority clinical trial protocol

in Personalized Medicine

Guro Kleve
Chiara Dalla Santa
Felicia Kristiansen
Marita Tegnander
Victoria Buch
Cecilie Steen Hagemann
Marianne Helgheim
Parasto Engene
Henri Pesonen
Maiken Kojen Kleveland

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1609678

5,209 views
1 citation

Original Research

Published on 08 Oct 2025

Wearable technology in the management of complex chronic illness: preliminary survey results on self-reported outcomes

in Human Factors and Digital Health

Abbey Sawyer
Rory Preston
Harry Leeming
Luke Martin-Fuller
Amy Proal
David Putrino

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1662255

5,870 views

Review

Published on 08 Oct 2025

Synthetic data in medical imaging within the EHDS: a path forward for ethics, regulation, and standards

in Health Technology Implementation

Junying Jiang
Lúcia Domingues
Jorge M. Mendes

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1620270

3,665 views
1 citation

Original Research

Published on 07 Oct 2025

Non-contact human identification through radar signals using convolutional neural networks across multiple physiological scenarios

in Health Informatics

Daniel Foronda-Pascual
Carmen Camara
Pedro Peris-Lopez

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1637437

1,601 views

Original Research

Published on 07 Oct 2025

Comparative performance evaluation of large language models in answering esophageal cancer-related questions: a multi-model assessment study

in Health Informatics

Zijie He
Lilan Zhao
Genglin Li
Jintao Wang
Songyu Cai
Pengjie Tu
Jingbo Chen
Jianman Wu
Juan Zhang
Ruiqi Chen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1670510

2,482 views
1 citation

Original Research

Published on 07 Oct 2025

Hybrid telerehabilitation approach for patellofemoral pain management in South African runners: a feasibility case series

in Connected Health

Eugene Nizeyimana
Onele Malunga
Dawn Ernstzen
Quinette Louw

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1678382

1,376 views

Original Research

Published on 06 Oct 2025

Generalised machine learning models outperform personalised models for cognitive load classification in real-life settings

in Digital Mental Health

Christoph Anders
Ipsita Bhaduri
Bert Arnrich

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1650085

1,816 views

Original Research

Published on 06 Oct 2025

Streamlining wearable data integration for EHDS: a case study on advancing healthcare interoperability using Garmin devices and FHIR

in Health Informatics

Somayeh Abedian
Eugene Yesakov
Stanislav Ostrovskiy
Rada Hussein

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1636775

4,271 views

1,712 articles

articles

Decentralized digital health ecosystems: a unified architecture for AI-enhanced medical record management

Data protection, interoperability and governance assessment tool: results from a proof-of-concept survey

Enhancing neuropsychological assessment clinical pathways in Parkinson's disease through the use of technology

Aligning with regulatory agencies for the use of digital health technologies in drug development: a case study from Parkinson's disease

Valuing diagnostic AI: a structured reimbursement model for learning healthcare systems

Adapting data science competencies by role and purpose: Voice AI

An AI-powered data curation and publishing virtual assistant: usability and explainability/causability of, and patient interest in the first-generation prototype

Increasing the inclusivity of digital health co-production: an integrative review

Skin disease diagnosis using decision and feature level fusion of deep features

App-based multimodal lifestyle-intervention for essential hypertension (HYPE): a decentralized randomised controlled trial

Multidisciplinary perspectives on personalised prevention in youth mental health

Artificial intelligence in patient education: evaluating large language models for understanding rheumatology literature

Emotionally adaptive support: a narrative review of affective computing for mental health

Trends and developments in health systems modeling: a bibliometric analysis

A literature review of remote mental health screening: barriers, potential solutions, and tools

Spatial analytics to elucidate the incubation period and drivers of visceral leishmaniasis: case of Turkana County in Kenya

Digital home-based multimodal prehabilitation of colorectal cancer patients prior to surgery (the dHOPE study): a non-inferiority clinical trial protocol

Wearable technology in the management of complex chronic illness: preliminary survey results on self-reported outcomes

Synthetic data in medical imaging within the EHDS: a path forward for ethics, regulation, and standards

Non-contact human identification through radar signals using convolutional neural networks across multiple physiological scenarios

Comparative performance evaluation of large language models in answering esophageal cancer-related questions: a multi-model assessment study

Hybrid telerehabilitation approach for patellofemoral pain management in South African runners: a feasibility case series

Generalised machine learning models outperform personalised models for cognitive load classification in real-life settings

Streamlining wearable data integration for EHDS: a case study on advancing healthcare interoperability using Garmin devices and FHIR