Frontiers in Digital Health | Health Informatics

Original Research

Published on 08 Jan 2024

Assessing the utility of deep neural networks in detecting superficial surgical site infections from free text electronic health record data

in Health Informatics

Alexander Bonde
Stephan Lorenzen
Gustav Brixen
Anders Troelsen
Martin Sillesen

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1249835

2,049 views
7 citations

Mini Review

Published on 05 Jan 2024

Digital patient twins for personalized therapeutics and pharmaceutical manufacturing

in Health Informatics

Rene-Pascal Fischer
Annika Volpert
Pablo Antonino
Theresa D. Ahrens

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1302338

7,456 views
15 citations

Original Research

Published on 21 Dec 2023

Auditory chaos classification in real-world environments

in Health Informatics

Priyanka Khante
Edison Thomaz
Kaya de Barbaro

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1261057

3,161 views
1 citation

Methods

Published on 20 Dec 2023

A digital twin model for evidence-based clinical decision support in multiple myeloma treatment

in Health Informatics

Nora Grieb
Lukas Schmierer
Hyeon Ung Kim
Sarah Strobel
Christian Schulz
Tim Meschke
Anne Sophie Kubasch
Annamaria Brioli
Uwe Platzbecker
Thomas Neumuth

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1324453

3,439 views
8 citations

Editorial

Published on 12 Dec 2023

Editorial: Human-centred computer audition: sound, music, and healthcare

in Health Informatics

Kun Qian
Gyorgy Fazekas
Shengchen Li
Zijin Li
Björn W. Schuller

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1340517

1,307 views
1 citation

Perspective

Published on 07 Dec 2023

CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization

in Health Informatics

Antonella Carbonaro
Alberto Marfoglia
Filippo Nardini
Sabato Mellone

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1322428

2,549 views
8 citations

Original Research

Published on 28 Nov 2023

FLAP: a framework for linking free-text addresses to the Ordnance Survey Unique Property Reference Number database

in Health Informatics

Huayu Zhang
Arlene Casey
Imane Guellil
Víctor Suárez-Paniagua
Clare MacRae
Charis Marwick
Honghan Wu
Bruce Guthrie
Beatrice Alex

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1186208

1,844 views
3 citations

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

1,980 views
8 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

2,786 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

2,704 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

4,326 views
4 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

2,945 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

1,122 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

2,225 views
4 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

6,481 views
4 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

2,334 views
4 citations