Frontiers in Digital Health | Health Informatics

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

2,910 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

3,577 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

3,320 views
1 citation

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

3,071 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

2,696 views
3 citations

Brief Research Report

Published on 13 Jun 2023

Inter-rater agreement for the annotation of neurologic signs and symptoms in electronic health records

in Health Informatics

Chelsea Oommen
Quentin Howlett-Prieto
Michael D. Carrithers
Daniel B. Hier

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1075771

12,282 views
6 citations

Original Research

Published on 09 Jun 2023

Modeling inter-individual differences in ambulatory-based multimodal signals via metric learning: a case study of personalized well-being estimation of healthcare workers

in Health Informatics

Projna Paromita
Karel Mundnich
Amrutha Nadarajan
Brandon M. Booth
Shrikanth S. Narayanan
Theodora Chaspari

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1195795

3,273 views
5 citations

Original Research

Published on 08 Jun 2023

INTUITION: a data platform to integrate human epilepsy clinical care and support for discovery

in Health Informatics

Biswajit Maharathi
Fozia Mir
Karthik Hosur
Jeffrey A. Loeb

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1091508

2,571 views
2 citations

Original Research

Published on 07 Jun 2023

Barriers, facilitators and motivators of electronic community health information system use among health workers in Ethiopia

in Health Informatics

Tariku Nigatu Bogale
Selamawit Meressa Teklehaimanot
Tilahun Fufa Debela
Daniel Berhanie Enyew
Abebe Nigusse Bedada
Segni Dufera Kebebew
Adane Nigusie Weldeab
Dawit Wolde Daka
Herman Jozef Willems
Tadesse Alemu Bekele

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1162239

8,427 views
9 citations

Mini Review

Published on 05 Jun 2023

Leveraging electronic health record data for endometriosis research

in Health Informatics

Nadia Penrod
Chelsea Okeh
Digna R. Velez Edwards
Kurt Barnhart
Suneeta Senapati
Shefali S. Verma

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1150687

6,297 views
9 citations

Policy and Practice Reviews

Published on 18 May 2023

Determinants for scalable adoption of autonomous AI in the detection of diabetic eye disease in diverse practice types: key best practices learned through collection of real-world data

in Health Informatics

Juli Goldstein
Dena Weitzman
Meghan Lemerond
Andrew Jones

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1004130

5,097 views
12 citations

Original Research

Published on 16 May 2023

Empirical networks for localized COVID-19 interventions using WiFi infrastructure at university campuses

in Health Informatics

Vedant Das Swain
Jiajia Xie
Maanit Madan
Sonia Sargolzaei
James Cai
Munmun De Choudhury
Gregory D. Abowd
Lauren N. Steimle
B. Aditya Prakash

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1060828

5,183 views
4 citations

Original Research

Published on 15 May 2023

Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders

in Health Informatics

Laura Elisabeth Gressler
Terrie Cowley
Marti Velezis
Suvekshya Aryal
Deanne Clare
John W. Kusiak
Allen W. Cowley
Art Sedrakyan
Danica Marinac-Dabic
Michelle Reardon

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1132446

3,652 views
3 citations

Original Research

Published on 09 May 2023

Prognostication of treatment non-compliance among patients with multidrug-resistant tuberculosis in the course of their follow-up: a logistic regression–based machine learning algorithm

in Health Informatics

Denekew Tenaw Anley
Temesgen Yihunie Akalu
Anteneh Mengist Dessie
Rahel Mulatie Anteneh
Melkamu Aderajew Zemene
Wubet Alebachew Bayih
Yenealem Solomon
Natnael Atnafu Gebeyehu
Gizachew Ambaw Kassie
Misganaw Asmamaw Mengstie

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1165222

4,608 views
10 citations

Original Research

Published on 24 Apr 2023

DDI-MuG: Multi-aspect graphs for drug-drug interaction extraction

in Health Informatics

Jie Yang
Yihao Ding
Siqu Long
Josiah Poon
Soyeon Caren Han

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1154133

3,157 views
11 citations

Original Research

Published on 24 Apr 2023

Retrospective content analysis of consumer product reviews related to chronic pain

in Health Informatics

Jungwei W. Fan
Wanjing Wang
Ming Huang
Hongfang Liu
W. Michael Hooten

Frontiers in Digital Health

doi 10.3389/fdgth.2023.958338

2,417 views
1 citation

Editorial

Published on 20 Apr 2023

Editorial: Mobile and wearable systems for health monitoring

in Health Informatics

Mohamed Elgendi
Richard Ribon Fletcher
Derek Abbott
Dingchang Zheng
Panicos Kyriacou
Carlo Menon

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1196103

5,163 views
9 citations

Perspective

Published on 12 Apr 2023

AI chatbots not yet ready for clinical use

in Health Informatics

Joshua Au Yeung
Zeljko Kraljevic
Akish Luintel
Alfred Balston
Esther Idowu
Richard J. Dobson
James T. Teo

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1161098

21,362 views
140 citations

Original Research

Published on 11 Apr 2023

Interpretable clinical phenotypes among patients hospitalized with COVID-19 using cluster analysis

in Health Informatics

Eric Yamga
Louis Mullie
Madeleine Durand
Alexandre Cadrin-Chenevert
An Tang
Emmanuel Montagnon
Carl Chartrand-Lefebvre
Michaël Chassé

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1142822

3,295 views
6 citations

Editorial

Published on 30 Mar 2023

Editorial: Pattern recognition for healthcare analytics

in Health Informatics

İnci M. Baytaş
Yifan Peng
Arzucan Özgür

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1186713

2,643 views
1 citation

Perspective

Published on 22 Mar 2023

Parkinson’s disease population-wide registries in the United States: Current and future opportunities

in Health Informatics

Allan D. Wu
Andrew M. Wilson

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1149154

5,337 views
5 citations

Review

Published on 20 Mar 2023

Social media and internet search data to inform drug utilization: A systematic scoping review

in Health Informatics

Roman Keller
Alessandra Spanu
Milo Alan Puhan
Antoine Flahault
Christian Lovis
Margot Mütsch
Raphaelle Beau-Lejdstrom

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1074961

5,047 views
5 citations

Original Research

Published on 08 Mar 2023

A summary of the ComParE COVID-19 challenges

in Health Informatics

Harry Coppock
Alican Akman
Christian Bergler
Maurice Gerczuk
Chloë Brown
Jagmohan Chauhan
Andreas Grammenos
Apinan Hasthanasombat
Dimitris Spathis
Tong Xia

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1058163

4,739 views
8 citations

Original Research

Published on 22 Feb 2023

The development of a novel natural language processing tool to identify pediatric chest radiograph reports with pneumonia

in Health Informatics

Nancy Rixe
Adam Frisch
Zhendong Wang
Judith M. Martin
Srinivasan Suresh
Todd A. Florin
Sriram Ramgopal

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1104604

3,082 views
3 citations

347 articles

articles

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

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

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

Multilingual RECIST classification of radiology reports using supervised learning

Inter-rater agreement for the annotation of neurologic signs and symptoms in electronic health records

Modeling inter-individual differences in ambulatory-based multimodal signals via metric learning: a case study of personalized well-being estimation of healthcare workers

INTUITION: a data platform to integrate human epilepsy clinical care and support for discovery

Barriers, facilitators and motivators of electronic community health information system use among health workers in Ethiopia

Leveraging electronic health record data for endometriosis research

Determinants for scalable adoption of autonomous AI in the detection of diabetic eye disease in diverse practice types: key best practices learned through collection of real-world data

Empirical networks for localized COVID-19 interventions using WiFi infrastructure at university campuses

Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders

Prognostication of treatment non-compliance among patients with multidrug-resistant tuberculosis in the course of their follow-up: a logistic regression–based machine learning algorithm

DDI-MuG: Multi-aspect graphs for drug-drug interaction extraction

Retrospective content analysis of consumer product reviews related to chronic pain

Editorial: Mobile and wearable systems for health monitoring

AI chatbots not yet ready for clinical use

Interpretable clinical phenotypes among patients hospitalized with COVID-19 using cluster analysis

Editorial: Pattern recognition for healthcare analytics

Parkinson’s disease population-wide registries in the United States: Current and future opportunities

Social media and internet search data to inform drug utilization: A systematic scoping review

A summary of the ComParE COVID-19 challenges

The development of a novel natural language processing tool to identify pediatric chest radiograph reports with pneumonia