Frontiers in Digital Health | Health Informatics

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

4,962 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

4,112 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

3,726 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

5,931 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

2,676 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

2,446 views
1 citation

Original Research

Published on 28 Jan 2025

Harmonizing population health data into OMOP common data model: a demonstration using COVID-19 sero-surveillance data from Nairobi Urban Health and Demographic Surveillance System

in Health Informatics

Michael Ochola
Sylvia Kiwuwa-Muyingo
Tathagata Bhattacharjee
David Amadi
Maureen Ng’etich
Damazo Kadengye
Henry Owoko
Boniface Igumba
Jay Greenfield
Jim Todd

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1423621

3,309 views
1 citation

Original Research

Published on 16 Jan 2025

Exploring machine learning algorithms for predicting fertility preferences among reproductive age women in Nigeria

in Health Informatics

Zinabu Bekele Tadese
Teshome Demis Nimani
Kusse Urmale Mare
Fetlework Gubena
Ismail Garba Wali
Jamilu Sani

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1495382

3,949 views
3 citations

Perspective

Published on 09 Jan 2025

Building an open-source community to enhance autonomic nervous system signal analysis: DBDP-autonomic

in Health Informatics

Jessilyn Dunn
Varun Mishra
Md Mobashir Hasan Shandhi
Hayoung Jeong
Natasha Yamane
Yuna Watanabe
Bill Chen
Matthew S. Goodwin

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1467424

2,325 views
3 citations

Data Report

Published on 06 Jan 2025

Data Report: Educational pathway addressing food and nutrition in amyotrophic lateral sclerosis on the AVASUS platform

in Health Informatics

Karla M. D. Coutinho
Felipe Fernandes
Kelson C. Medeiros
Karilany D. Coutinho
Aline de Pinho Dias
Ricardo A. de M. Valentim
Lucia Leite-Lais
Kenio Costa Lima

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1476293

1,565 views
2 citations

Original Research

Published on 06 Jan 2025

Male-assisted training and injury patterns: hypergraph-enhanced analysis of injuries in women’s water polo

in Health Informatics

Xuehui Feng
Zhibin Wang
Zheng Wang
Chen He
Hongxing Xun
Yuanfa Chen
Jie Ding
Gen Chen
Zhe Liu

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1503831

1,200 views

Systematic Review

Published on 06 Jan 2025

Navigating the wild west: a review of guidance on clinical communications using personal BYOD, IM and third-party apps in the UK and Ireland

in Health Informatics

Bernadette John
Ciara Heavin
Anthony Roberts

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1457848

1,920 views

Original Research

Published on 03 Jan 2025

Attitudes of nurses toward telenursing and influencing factors in resource-limited settings: Northwest Ethiopia 2022

in Health Informatics

Fikadu Wake Butta
Biniyam Chaklu Tilahun
Berhanu Fikadie Endehabtu
Adamu Ambachew Shibabaw
Alex Ayenew Chereka
Ayenew Sisay Gebeyew
Mekides Molla Reda
Gemeda Wakgari Kitil
Teshome Demis Nimani

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1366242

2,703 views

Original Research

Published on 19 Dec 2024

Interoperability of health data using FHIR Mapping Language: transforming HL7 CDA to FHIR with reusable visual components

in Health Informatics

Igor Bossenko
Rainer Randmaa
Gunnar Piho
Peeter Ross

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1480600

7,775 views
9 citations

Original Research

Published on 17 Dec 2024

Deep learning based bio-metric authentication system using a high temporal/frequency resolution transform

in Health Informatics

Sajjad Maleki Lonbar
Akram Beigi
Nasour Bagheri
Pedro Peris-Lopez
Carmen Camara

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1463713

2,555 views
3 citations

Original Research

Published on 05 Dec 2024

Smart medical report: efficient detection of common and rare diseases on common blood tests

in Health Informatics

Ákos Németh
Gábor Tóth
Péter Fülöp
György Paragh
Bíborka Nádró
Zsolt Karányi
György Paragh
Zsolt Horváth
Zsolt Csernák
Erzsébet Pintér

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1505483

5,058 views
1 citation

Original Research

Published on 05 Dec 2024

Comparative study of Claude 3.5-Sonnet and human physicians in generating discharge summaries for patients with renal insufficiency: assessment of efficiency, accuracy, and quality

in Health Informatics

Haijiao Jin
Jinglu Guo
Qisheng Lin
Shaun Wu
Weiguo Hu
Xiaoyang Li

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1456911

5,476 views
15 citations

Correction

Published on 28 Nov 2024

Corrigendum: Digital assessments for children and adolescents with ADHD: a scoping review

in Health Informatics

Franceli L. Cibrian
Elissa M. Monteiro
Kimberley D. Lakes

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1528500

1,093 views
1 citation

Original Research

Published on 27 Nov 2024

Correlation analysis and recurrence evaluation system for patients with recurrent hepatolithiasis: a multicentre retrospective study

in Health Informatics

Zihan Li
Yibo Zhang
Zixiang Chen
Jiangming Chen
Hui Hou
Cheng Wang
Zheng Lu
Xiaoming Wang
Xiaoping Geng
Fubao Liu

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1510674

1,978 views
3 citations

Review

Published on 25 Nov 2024

Opportunities, challenges and future perspectives of using bioinformatics and artificial intelligence techniques on tropical disease identification using omics data

in Health Informatics

S. M. Vidanagamachchi
K. M. G. T. R. Waidyarathna

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1471200

6,328 views
11 citations

Review

Published on 25 Nov 2024

Focused review on artificial intelligence for disease detection in infants

in Health Informatics

Katrin D. Bartl-Pokorny
Claudia Zitta
Markus Beirit
Gunter Vogrinec
Björn W. Schuller
Florian B. Pokorny

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1459640

3,210 views
3 citations

Original Research

Published on 20 Nov 2024

A framework for processing large-scale health data in medical higher-order correlation mining by quantum computing in smart healthcare

in Health Informatics

Peng Mei
Fuquan Zhang

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1502745

3,392 views
7 citations

Mini Review

Published on 07 Nov 2024

Prospects for AI clinical summarization to reduce the burden of patient chart review

in Health Informatics

Chanseo Lee
Kimon A. Vogt
Sonu Kumar

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1475092

8,751 views
18 citations

Technology and Code

Published on 07 Nov 2024

Promoting appropriate medication use by leveraging medical big data

in Health Informatics

Linghong Hong
Shiwang Huang
Xiaohai Cai
Zhiming Lin
Yunting Shao
Longbiao Chen
Min Zhao
Chenhui Yang

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1198904

2,803 views

353 articles

articles

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

Harmonizing population health data into OMOP common data model: a demonstration using COVID-19 sero-surveillance data from Nairobi Urban Health and Demographic Surveillance System

Exploring machine learning algorithms for predicting fertility preferences among reproductive age women in Nigeria

Building an open-source community to enhance autonomic nervous system signal analysis: DBDP-autonomic

Data Report: Educational pathway addressing food and nutrition in amyotrophic lateral sclerosis on the AVASUS platform

Male-assisted training and injury patterns: hypergraph-enhanced analysis of injuries in women’s water polo

Navigating the wild west: a review of guidance on clinical communications using personal BYOD, IM and third-party apps in the UK and Ireland

Attitudes of nurses toward telenursing and influencing factors in resource-limited settings: Northwest Ethiopia 2022

Interoperability of health data using FHIR Mapping Language: transforming HL7 CDA to FHIR with reusable visual components

Deep learning based bio-metric authentication system using a high temporal/frequency resolution transform

Smart medical report: efficient detection of common and rare diseases on common blood tests

Comparative study of Claude 3.5-Sonnet and human physicians in generating discharge summaries for patients with renal insufficiency: assessment of efficiency, accuracy, and quality

Corrigendum: Digital assessments for children and adolescents with ADHD: a scoping review

Correlation analysis and recurrence evaluation system for patients with recurrent hepatolithiasis: a multicentre retrospective study

Opportunities, challenges and future perspectives of using bioinformatics and artificial intelligence techniques on tropical disease identification using omics data

Focused review on artificial intelligence for disease detection in infants

A framework for processing large-scale health data in medical higher-order correlation mining by quantum computing in smart healthcare

Prospects for AI clinical summarization to reduce the burden of patient chart review

Promoting appropriate medication use by leveraging medical big data