Frontiers in Digital Health | Health Informatics

Methods

Accepted on 21 Jan 2025

A Novel Machine Learning Methodology for the Systematic Extraction of Chronic Kidney Disease Comorbidities from Abstracts

in Health Informatics

Eszter Saghy
Mostafa Elsharkawy
Frank Moriarty
Sándor Kovács
István Wittmann
Antal Zemplenyi

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1495879

135 views

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

348 views

Original Research

Accepted on 15 Jan 2025

Unlocking Health Insights: Exploring Intention to Adopt District Health Information Systems in Bahir Dar City, Northwest Ethiopia

in Health Informatics

Amarech Kindie
Desta Debalkie Atnafu
Habtamu Alganeh Guadie

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1449510

Original Research

Accepted on 10 Jan 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

134 views

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

289 views

Original Research

Accepted on 08 Jan 2025

Harmonizing Population Health Data into Observational Medical Outcome Partnership Common Data Model: A demonstration using COVID-19 Sero-surveillance Data from Nairobi Urban HDSS 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

139 views

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

307 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

310 views

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

203 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

300 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

714 views

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

566 views

Original Research

Accepted on 16 Dec 2024

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

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

1,071 views

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

712 views

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

354 views

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Articles

A Novel Machine Learning Methodology for the Systematic Extraction of Chronic Kidney Disease Comorbidities from Abstracts

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

Unlocking Health Insights: Exploring Intention to Adopt District Health Information Systems in Bahir Dar City, Northwest Ethiopia

Top Health Service Concerns: A Data Mining Study of the Shanghai Health Hotline

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

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

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

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

Leveraging Machine Learning and Rule Extraction for Enhanced Transparency in Emergency Department Length of Stay Prediction

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