Frontiers in Digital Health | Health Informatics

Systematic Review

Published on 29 Apr 2025

Artificial intelligence-based tools for patient support to enhance medication adherence: a focused review

in Health Informatics

Zilma Silveira Nogueira Reis
Gláucia Miranda Varella Pereira
Cristiane dos Santos Dias
Eura Martins Lage
Isaias José Ramos de Oliveira
Adriana Silvina Pagano

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1523070

10,424 views
6 citations

Original Research

Published on 24 Apr 2025

Comprehensive evaluation framework for synthetic tabular data in health: fidelity, utility and privacy analysis of generative models with and without privacy guarantees

in Health Informatics

Mikel Hernandez
Pablo A. Osorio-Marulanda
Mikel Catalina
Lorea Loinaz
Gorka Epelde
Naiara Aginako

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1576290

5,452 views
3 citations

Original Research

Published on 24 Apr 2025

Using artificial intelligence to develop a measure of orthopaedic treatment success from clinical notes

in Health Informatics

Sarah B. Floyd
Ahmed G. Almeldien
D. Hudson Smith
Benjamin Judkins
Claire E. Krohn
Zachary Cole Reynolds
Kyle Jeray
Jihad S. Obeid

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1523953

2,185 views

Review

Published on 22 Apr 2025

Interoperability of telemonitoring data in digital health solutions: a scoping review

in Health Informatics

Diogo Martins
Simon Lewerenz
Anderson Carmo
Henrique Martins

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1502260

4,755 views
9 citations

Original Research

Published on 16 Apr 2025

Deep conditional generative model for personalization of 12-lead electrocardiograms and cardiovascular risk prediction

in Health Informatics

Yuling Sang
Abhirup Banerjee
Marcel Beetz
Vicente Grau

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1558589

2,788 views

Mini Review

Published on 09 Apr 2025

AI-driven sleep apnea screening with overnight blood oxygen saturation: current practices and future directions

in Health Informatics

Nhung H. Hoang
Zilu Liang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1510166

3,393 views
1 citation

Original Research

Published on 08 Apr 2025

Enhancing biometric identification using 12-lead ECG signals and graph convolutional networks

in Health Informatics

Maram Al Alfi
Pedro Peris-Lopez
Carmen Camara

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1547208

2,659 views
2 citations

Review

Published on 28 Mar 2025

A call to action for adverse drug event (ADE) detection and prevention

in Health Informatics

John McCue
C. David Butler
Raymond C. Love
Shelly Spiro
Roy Guharoy
the United States Pharmacopeia (USP) Allergy & Intolerance Classification Expert Panel

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1507967

1,943 views

Systematic Review

Published on 28 Mar 2025

Mobile health (mHealth) technologies for fall prevention among older adults in low-middle income countries: bibliometrics, network analysis and integrative review

in Health Informatics

Michael Joseph Dino
Ladda Thiamwong
Rui Xie
Ma. Kristina Malacas
Rommel Hernandez
Patrick Tracy Balbin
Joseph Carlo Vital
Jenica Ana Rivero
Vivien Wu Xi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1559570

6,726 views
3 citations

Original Research

Published on 27 Mar 2025

Temporal patterns of multiple long-term conditions in individuals with intellectual disability living in Wales: an unsupervised clustering approach to disease trajectories

in Health Informatics

Rania Kousovista
Georgina Cosma
Emeka Abakasanga
Ashley Akbari
Francesco Zaccardi
Gyuchan Thomas Jun
Reza Kiani
Satheesh Gangadharan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1528882

1,764 views
1 citation

Perspective

Published on 24 Mar 2025

The role of trustworthy and reliable AI for multiple sclerosis

in Health Informatics

Lorin Werthen-Brabants
Tom Dhaene
Dirk Deschrijver

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1507159

1,482 views
1 citation

Original Research

Published on 13 Mar 2025

Automated inflammatory bowel disease detection using wearable bowel sound event spotting

in Health Informatics

Annalisa Baronetto
Sarah Fischer
Markus F. Neurath
Oliver Amft

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1514757

3,873 views
7 citations

Original Research

Published on 12 Mar 2025

SympCoughNet: symptom assisted audio-based COVID-19 detection

in Health Informatics

Yuhao Lin
Xiu Weng
Bolun Zheng
Weiwei Zhang
Zhanjun Bu
Yu Zhou

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1551298

1,457 views

Brief Research Report

Published on 04 Mar 2025

A simplified retriever to improve accuracy of phenotype normalizations by large language models

in Health Informatics

Daniel B. Hier
Thanh Son Do
Tayo Obafemi-Ajayi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1495040

1,443 views
5 citations

Brief Research Report

Published on 03 Mar 2025

Use of artificial intelligence for reverse referral between a hospital emergency department and a primary urgent care center

in Health Informatics

Yolanda Taules
Silvia Gros
Maria Viladrosa
Natàlia Llorens
Sílvia Solis
Oriol Yuguero

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1546467

2,774 views
1 citation

Editorial

Published on 27 Feb 2025

Editorial: Digital twins in medicine—transition from theoretical concept to tool used in everyday care

in Health Informatics

Stephen Gilbert
David Drummond
Fabienne Cotte
Tjalf Ziemssen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1573727

2,381 views
2 citations

Original Research

Published on 25 Feb 2025

Unlocking health insights: exploring intention to adopt district health information systems in Bahir Dar City, northwest Ethiopia

in Health Informatics

Habtamu Alganeh Guadie
Amarech Kindie
Hunegnaw Almaw Derseh
Desta Debalkie Atnafu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1449510

1,908 views

Original Research

Published on 25 Feb 2025

Intention to use personal health records and associated factors among healthcare providers in southwest Oromia region referral hospitals, Ethiopia: using the modified unified theory of acceptance and use technology 2 model

in Health Informatics

Geleta Nenko Dube
Mulusew Andualem Asemahagn
Yared Mulu
Habtamu Alganeh Guadie
Mohammedjud Hassen Ahmed
Agmasie Damtew Walle
Getu Kassa Bitacha
Temesgen Ayenew Alameraw
Nega Abebe Meshasha

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1368588

2,010 views
1 citation

Original Research

Published on 18 Feb 2025

Bridging language barriers in healthcare: a patient-centric mobile app for multilingual health record access and sharing

in Health Informatics

Theodoros Solomou
Stelios Mappouras
Efthyvoulos Kyriacou
Ioannis Constantinou
Zinonas Antoniou
Ionut Cristian Canciu
Marios Neophytou
Zoltan Lantos
Christos N. Schizas
Constantinos S. Pattichis

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1542485

4,848 views
3 citations

Original Research

Published on 14 Feb 2025

Equitable hospital length of stay prediction for patients with learning disabilities and multiple long-term conditions using machine learning

in Health Informatics

Emeka Abakasanga
Rania Kousovista
Georgina Cosma
Ashley Akbari
Francesco Zaccardi
Navjot Kaur
Danielle Fitt
Gyuchan Thomas Jun
Reza Kiani
Satheesh Gangadharan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1538793

4,012 views
2 citations

Original Research

Published on 12 Feb 2025

Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction

in Health Informatics

Waqar A. Sulaiman
Charithea Stylianides
Andria Nikolaou
Zinonas Antoniou
Ioannis Constantinou
Lakis Palazis
Anna Vavlitou
Theodoros Kyprianou
Efthyvoulos Kyriacou
Antonis Kakas

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1498939

3,566 views
2 citations

Systematic Review

Published on 11 Feb 2025

Artificially intelligent nursing homes: a scoping review of palliative care interventions

in Health Informatics

Isabel Ronan
Sabin Tabirca
David Murphy
Nicola Cornally
Mohamad M. Saab
Patrice Crowley

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1484304

5,758 views
1 citation

Original Research

Published on 10 Feb 2025

Top health service concerns: a data mining study of the Shanghai health hotline

in Health Informatics

Lili Shi
Tong Zhao
Shimiao Shi
Tianyu Tan
Aksara Regmi
Yuyang Cai

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1462167

2,553 views
1 citation

Methods

Published on 04 Feb 2025

A novel machine learning methodology for the systematic extraction of chronic kidney disease comorbidities from abstracts

in Health Informatics

Eszter Sághy
Mostafa Elsharkawy
Frank Moriarty
Sándor Kovács
István Wittmann
Antal Zemplényi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1495879

2,369 views
1 citation

347 articles

articles

Artificial intelligence-based tools for patient support to enhance medication adherence: a focused review

Comprehensive evaluation framework for synthetic tabular data in health: fidelity, utility and privacy analysis of generative models with and without privacy guarantees

Using artificial intelligence to develop a measure of orthopaedic treatment success from clinical notes

Interoperability of telemonitoring data in digital health solutions: a scoping review

Deep conditional generative model for personalization of 12-lead electrocardiograms and cardiovascular risk prediction

AI-driven sleep apnea screening with overnight blood oxygen saturation: current practices and future directions

Enhancing biometric identification using 12-lead ECG signals and graph convolutional networks

A call to action for adverse drug event (ADE) detection and prevention

Mobile health (mHealth) technologies for fall prevention among older adults in low-middle income countries: bibliometrics, network analysis and integrative review

Temporal patterns of multiple long-term conditions in individuals with intellectual disability living in Wales: an unsupervised clustering approach to disease trajectories

The role of trustworthy and reliable AI for multiple sclerosis

Automated inflammatory bowel disease detection using wearable bowel sound event spotting

SympCoughNet: symptom assisted audio-based COVID-19 detection

A simplified retriever to improve accuracy of phenotype normalizations by large language models

Use of artificial intelligence for reverse referral between a hospital emergency department and a primary urgent care center

Editorial: Digital twins in medicine—transition from theoretical concept to tool used in everyday care

Unlocking health insights: exploring intention to adopt district health information systems in Bahir Dar City, northwest Ethiopia

Intention to use personal health records and associated factors among healthcare providers in southwest Oromia region referral hospitals, Ethiopia: using the modified unified theory of acceptance and use technology 2 model

Bridging language barriers in healthcare: a patient-centric mobile app for multilingual health record access and sharing

Equitable hospital length of stay prediction for patients with learning disabilities and multiple long-term conditions using machine learning

Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction

Artificially intelligent nursing homes: a scoping review of palliative care interventions

Top health service concerns: a data mining study of the Shanghai health hotline

A novel machine learning methodology for the systematic extraction of chronic kidney disease comorbidities from abstracts