Frontiers in Digital Health | Health Informatics

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

2,801 views
3 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

4,739 views
5 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

3,179 views
4 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

1,190 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

2,351 views
5 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

7,064 views
5 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

2,479 views
4 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

2,088 views
5 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

2,676 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

2,379 views
1 citation

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

4,859 views
17 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

1,740 views
3 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

1,290 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

6,335 views
3 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

6,874 views
7 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

25,190 views
4 citations