Frontiers in Digital Health | Health Informatics

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

6,564 views
23 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

2,231 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

1,633 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

7,382 views
4 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

7,819 views
10 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

31,321 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

4,828 views
9 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

2,859 views
4 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

2,621 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

2,828 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

7,771 views
26 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

2,352 views
6 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

3,153 views
3 citations

Original Research

Published on 20 Jun 2023

Opioid-related harms and care impacts of conventional and AI-based prescription management strategies: insights from leveraging agent-based modeling and machine learning

in Health Informatics

Narjes Shojaati
Nathaniel D. Osgood

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1174845

2,775 views

Original Research

Published on 14 Jun 2023

Acute stroke CDS: automatic retrieval of thrombolysis contraindications from unstructured clinical letters

in Health Informatics

Murray Cutforth
Hannah Watson
Cameron Brown
Chaoyang Wang
Stuart Thomson
Dickon Fell
Vismantas Dilys
Morag Scrimgeour
Patrick Schrempf
James Lesh

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1186516

2,596 views
3 citations

Original Research

Published on 14 Jun 2023

Multilingual RECIST classification of radiology reports using supervised learning

in Health Informatics

Luc Mottin
Jean-Philippe Goldman
Christoph Jäggli
Rita Achermann
Julien Gobeill
Julien Knafou
Julien Ehrsam
Alexandre Wicky
Camille L. Gérard
Tanja Schwenk

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1195017

2,250 views
2 citations