Frontiers in Digital Health | Health Informatics

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

2,423 views
1 citation

Review

Published on 23 May 2025

Leveraging machine learning in nursing: innovations, challenges, and ethical insights

in Health Informatics

Sophie So Wan Yip
Sheng Ning
Niki Yan Ki Wong
Jeffrey Chan
Kei Shing Ng
Bernadette Oi Ting Kwok
Robert L. Anders
Simon Ching Lam

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1514133

7,191 views
6 citations

Original Research

Published on 09 May 2025

ArcTEX—a novel clinical data enrichment pipeline to support real-world evidence oncology studies

in Health Informatics

Keiran Tait
Joseph Cronin
Olivia Wiper
Jamie Wallis
Jim Davies
Robert Dürichen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1561358

2,040 views

Opinion

Published on 07 May 2025

AI with agency: a vision for adaptive, efficient, and ethical healthcare

in Health Informatics

Vasco Gerardo Hinostroza Fuentes
Hezerul Abdul Karim
Myles Joshua Toledo Tan
Nouar AlDahoul

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1600216

11,704 views
8 citations

Original Research

Published on 30 Apr 2025

Weakly supervised text classification on free-text comments in patient-reported outcome measures

in Health Informatics

Anna-Grace Linton
Vania Gatseva Dimitrova
Amy Downing
Richard Wagland
Adam W. Glaser

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1345360

3,896 views
1 citation

Original Research

Published on 29 Apr 2025

A novel transformer-based approach for cardiovascular disease detection

in Health Informatics

Nimra Noor
Muhammad Bilal
Saadullah Farooq Abbasi
Omid Pournik
Theodoros N. Arvanitis

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1548448

3,448 views
3 citations

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

10,636 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

5,660 views
4 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

2,241 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

4,943 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

2,830 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

3,611 views
2 citations

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

2,758 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

1,984 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

6,942 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

1,803 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

1,532 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

3,971 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

1,522 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

1,492 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

2,844 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

2,527 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

1,971 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

2,076 views
1 citation

353 articles

articles

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

Leveraging machine learning in nursing: innovations, challenges, and ethical insights

ArcTEX—a novel clinical data enrichment pipeline to support real-world evidence oncology studies

AI with agency: a vision for adaptive, efficient, and ethical healthcare

Weakly supervised text classification on free-text comments in patient-reported outcome measures

A novel transformer-based approach for cardiovascular disease detection

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