Frontiers in Digital Health | Health Informatics

Original Research

Published on 14 Nov 2023

A hackathon as a tool to enhance research and practice on electronic health record systems’ interoperability for chronic disease management and prevention

in Health Informatics

Emmanouil S. Rigas
Stavros Kostomanolakis
Nikolaos Kyriakoulakos
Dimitrios Kounalakis
Ioannis Petrakis
Alexander Berler
Asimina Boumpaki
Haralampos Karanikas
Athanasios Kelepouris
Panagiotis D. Bamidis

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1275711

3,903 views

Original Research

Published on 02 Nov 2023

Assessing optimal methods for transferring machine learning models to low-volume and imbalanced clinical datasets: experiences from predicting outcomes of Danish trauma patients

in Health Informatics

Andreas Skov Millarch
Alexander Bonde
Mikkel Bonde
Kiril Vadomovic Klein
Fredrik Folke
Søren Steemann Rudolph
Martin Sillesen

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1249258

3,732 views
7 citations

Methods

Published on 27 Oct 2023

Artificial intelligence in medical referrals triage based on Clinical Prioritization Criteria

in Health Informatics

Ahmad Abdel-Hafez
Melanie Jones
Maziiar Ebrahimabadi
Cathi Ryan
Steve Graham
Nicola Slee
Bernard Whitfield

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1192975

8,156 views
14 citations

Original Research

Published on 25 Oct 2023

Use of consumer wearables to monitor and predict pain in patients with sickle cell disease

in Health Informatics

Caroline Vuong
Kumar Utkarsh
Rebecca Stojancic
Arvind Subramaniam
Olivia Fernandez
Tanvi Banerjee
Daniel M. Abrams
Karin Fijnvandraat
Nirmish Shah

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1285207

4,994 views
6 citations

Editorial

Published on 09 Oct 2023

Editorial: The digitalization of neurology

in Health Informatics

Daniel B. Hier
Michael D. Carrithers
Jorge M. Rodríguez-Fernández
Benjamin Kummer

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1291110

1,635 views
1 citation

Technology and Code

Published on 09 Oct 2023

A data-driven framework for clinical decision support applied to pneumonia management

in Health Informatics

Robert C. Free
Daniel Lozano Rojas
Matthew Richardson
Julie Skeemer
Leanne Small
Pranabashis Haldar
Gerrit Woltmann

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1237146

3,548 views
6 citations

Systematic Review

Published on 06 Oct 2023

Effect of electronic health records on doctor-patient relationship in Arabian gulf countries: a systematic review

in Health Informatics

Celine Tabche
Mays Raheem
Arwa Alolaqi
Salman Rawaf

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1252227

9,162 views
12 citations

Original Research

Published on 28 Sep 2023

Understanding the performance and reliability of NLP tools: a comparison of four NLP tools predicting stroke phenotypes in radiology reports

in Health Informatics

Arlene Casey
Emma Davidson
Claire Grover
Richard Tobin
Andreas Grivas
Huayu Zhang
Patrick Schrempf
Alison Q. O’Neil
Liam Lee
Michael Walsh

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1184919

3,624 views
7 citations

Mini Review

Published on 27 Sep 2023

Developing machine learning systems worthy of trust for infection science: a requirement for future implementation into clinical practice

in Health Informatics

Benjamin R. McFadden
Mark Reynolds
Timothy J. J. Inglis

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1260602

2,875 views
7 citations

Perspective

Published on 15 Sep 2023

Virtual twin for healthcare management

in Health Informatics

Thomas M. Polasek

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1246659

3,655 views
3 citations

Editorial

Published on 08 Sep 2023

Editorial: Artificial intelligence for human function and disability

in Health Informatics

Denis R. Newman-Griffis
Bart Desmet
Ayah Zirikly
Suzanne Tamang
Chih-Hung Chang

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1282287

3,119 views
2 citations

Original Research

Published on 09 Aug 2023

Identifying potential circulating miRNA biomarkers for the diagnosis and prediction of ovarian cancer using machine-learning approach: application of Boruta

in Health Informatics

Farzaneh Hamidi
Neda Gilani
Reza Arabi Belaghi
Hanif Yaghoobi
Esmaeil Babaei
Parvin Sarbakhsh
Jamileh Malakouti

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1187578

8,286 views
30 citations

Methods

Published on 04 Aug 2023

Biometric linkage of longitudinally collected electronic case report forms and confirmation of subject identity: an open framework for ODK and related tools

in Health Informatics

Chrissy h. Roberts
Callum Stott
Marianne Shawe-Taylor
Zain Chaudhry
Sham Lal
Michael Marks

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1072331

2,683 views
4 citations

Editorial

Published on 03 Aug 2023

Editorial: Women in digital health 2021

in Health Informatics

Kathleen Gray

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1261285

1,956 views

Original Research

Published on 31 Jul 2023

Heart rate estimation from ballistocardiogram signals processing via low-cost telemedicine architectures: a comparative performance evaluation

in Health Informatics

Adriano Tramontano
Oscar Tamburis
Salvatore Cioce
Salvatore Venticinque
Mario Magliulo

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1222898

8,292 views
6 citations

Methods

Published on 28 Jul 2023

Using machine learning to identify patient characteristics to predict mortality of in-patients with COVID-19 in South Florida

in Health Informatics

Debarshi Datta
Safiya George Dalmida
Laurie Martinez
David Newman
Javad Hashemi
Taghi M. Khoshgoftaar
Connor Shorten
Candice Sareli
Paula Eckardt

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1193467

8,584 views
11 citations

Technology and Code

Published on 19 Jul 2023

An open-source digital contact tracing system tailored to haulage

in Health Informatics

Adrian Muwonge
Bryan A. Wee
Ibrahimm Mugerwa
Emma Nabunya
Christine M. Mpyangu
Barend M. de C. Bronsvoort
Emmanuel Robert Ssebaggala
Aggelos Kiayias
Erisa Mwaka
Moses Joloba

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1199635

33,279 views
4 citations

Original Research

Published on 17 Jul 2023

Healthcare professionals' satisfaction toward the use of district health information system and its associated factors in southwest Ethiopia: using the information system success model

in Health Informatics

Agmasie Damtew Walle
Addisalem Workie Demsash
Tigist Andargie Ferede
Sisay Maru Wubante

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1140933

5,515 views
11 citations

Original Research

Published on 14 Jul 2023

Effect of digital tools in outpatient cardiac rehabilitation including home training—results of the EPICURE study

in Health Informatics

Dieter Hayn
Mahdi Sareban
Stefan Höfer
Fabian Wiesmüller
Karl Mayr
Norbert Mürzl
Michael Porodko
Christoph Puelacher
Lisa-Marie Moser
Marco Philippi

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1150444

3,317 views
5 citations

Editorial

Published on 11 Jul 2023

Editorial: Artificial intelligence in point of care diagnostics

in Health Informatics

Massimo Martinelli
Davide Moroni
Ales Prochazka
Marija Strojnik

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1236178

2,943 views
7 citations

Review

Published on 11 Jul 2023

Trends in computerized provider order entry: 20-year bibliometric overview

in Health Informatics

Laura Gosselin
Romain Leguillon
Laetitia Rollin
Emeline Lejeune
Stéfan J. Darmoni
Julien Grosjean

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1217694

3,296 views
1 citation

Review

Published on 28 Jun 2023

Successes and challenges of artificial intelligence in cardiology

in Health Informatics

Bert Vandenberk
Derek S. Chew
Dinesh Prasana
Sunny Gupta
Derek V. Exner

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1201392

8,782 views
33 citations

Original Research

Published on 28 Jun 2023

Comparison of pretrained transformer-based models for influenza and COVID-19 detection using social media text data in Saskatchewan, Canada

in Health Informatics

Yuan Tian
Wenjing Zhang
Lujie Duan
Wade McDonald
Nathaniel Osgood

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1203874

2,908 views
8 citations

Editorial

Published on 23 Jun 2023

Editorial: Emerging applications of text analytics and natural language processing in healthcare

in Health Informatics

Khairunnisa Hasikin
Khin Wee Lai
Suresh Chandra Satapathy
Kadir Sabanci
Muhammet Fatih Aslan

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1227948

3,576 views
3 citations

345 articles

articles

A hackathon as a tool to enhance research and practice on electronic health record systems’ interoperability for chronic disease management and prevention

Assessing optimal methods for transferring machine learning models to low-volume and imbalanced clinical datasets: experiences from predicting outcomes of Danish trauma patients

Artificial intelligence in medical referrals triage based on Clinical Prioritization Criteria

Use of consumer wearables to monitor and predict pain in patients with sickle cell disease

Editorial: The digitalization of neurology

A data-driven framework for clinical decision support applied to pneumonia management

Effect of electronic health records on doctor-patient relationship in Arabian gulf countries: a systematic review

Understanding the performance and reliability of NLP tools: a comparison of four NLP tools predicting stroke phenotypes in radiology reports

Developing machine learning systems worthy of trust for infection science: a requirement for future implementation into clinical practice

Virtual twin for healthcare management

Editorial: Artificial intelligence for human function and disability

Identifying potential circulating miRNA biomarkers for the diagnosis and prediction of ovarian cancer using machine-learning approach: application of Boruta

Biometric linkage of longitudinally collected electronic case report forms and confirmation of subject identity: an open framework for ODK and related tools

Editorial: Women in digital health 2021

Heart rate estimation from ballistocardiogram signals processing via low-cost telemedicine architectures: a comparative performance evaluation

Using machine learning to identify patient characteristics to predict mortality of in-patients with COVID-19 in South Florida

An open-source digital contact tracing system tailored to haulage

Healthcare professionals' satisfaction toward the use of district health information system and its associated factors in southwest Ethiopia: using the information system success model

Effect of digital tools in outpatient cardiac rehabilitation including home training—results of the EPICURE study

Editorial: Artificial intelligence in point of care diagnostics

Trends in computerized provider order entry: 20-year bibliometric overview

Successes and challenges of artificial intelligence in cardiology

Comparison of pretrained transformer-based models for influenza and COVID-19 detection using social media text data in Saskatchewan, Canada

Editorial: Emerging applications of text analytics and natural language processing in healthcare