Original Research

Published on 16 Nov 2023

Multi-Objective artificial bee colony optimized hybrid deep belief network and XGBoost algorithm for heart disease prediction

in Health Informatics

Kanak Kalita
Narayanan Ganesh
Sambandam Jayalakshmi
Jasgurpreet Singh Chohan
Saurav Mallik
Hong Qin

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1279644

1,575 views
3 citations

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

2,310 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

2,385 views
1 citation

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

3,332 views
1 citation

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

2,223 views
1 citation

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

908 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

1,709 views
3 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

4,374 views
2 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

1,871 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

1,586 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

2,105 views
2 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

1,894 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

3,413 views
4 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

1,402 views

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

1,055 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

4,076 views
2 citations

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Articles

Multi-Objective artificial bee colony optimized hybrid deep belief network and XGBoost algorithm for heart disease prediction

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