Frontiers in Digital Health | Health Informatics

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

4,978 views
11 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

3,405 views
12 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

2,652 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

5,401 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

22,396 views
146 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

3,678 views
7 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

2,896 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

5,720 views
6 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

5,457 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

5,176 views
10 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

3,306 views
4 citations

Original Research

Published on 22 Feb 2023

Learning meaningful latent space representations for patient risk stratification: Model development and validation for dengue and other acute febrile illness

in Health Informatics

Bernard Hernandez
Oliver Stiff
Damien K. Ming
Chanh Ho Quang
Vuong Nguyen Lam
Tuan Nguyen Minh
Chau Nguyen Van Vinh
Nguyet Nguyen Minh
Huy Nguyen Quang
Lam Phung Khanh

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1057467

6,077 views
5 citations

Editorial

Published on 21 Feb 2023

Editorial: Surfacing best practices for AI software development and integration in healthcare

in Health Informatics

Mark Sendak
David Vidal
Sylvia Trujillo
Karandeep Singh
Xiaoxuan Liu
Suresh Balu

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1150875

5,569 views
12 citations

Technology and Code

Published on 08 Feb 2023

PulseDB: A large, cleaned dataset based on MIMIC-III and VitalDB for benchmarking cuff-less blood pressure estimation methods

in Health Informatics

Weinan Wang
Pedram Mohseni
Kevin L. Kilgore
Laleh Najafizadeh

Frontiers in Digital Health

doi 10.3389/fdgth.2022.1090854

36,591 views
75 citations

Brief Research Report

Published on 27 Jan 2023

The visualization of Orphadata neurology phenotypes

in Health Informatics

Daniel B. Hier
Raghu Yelugam
Michael D. Carrithers
Donald C. Wunsch

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1064936

3,050 views
3 citations

Original Research

Published on 23 Jan 2023

Identifying encephalopathy in patients admitted to an intensive care unit: Going beyond structured information using natural language processing

in Health Informatics

Helena Ariño
Soo Kyung Bae
Jaya Chaturvedi
Tao Wang
Angus Roberts

Frontiers in Digital Health

doi 10.3389/fdgth.2023.1085602

4,805 views
1 citation

Brief Research Report

Published on 11 Jan 2023

Subtypes of relapsing-remitting multiple sclerosis identified by network analysis

in Health Informatics

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

Frontiers in Digital Health

doi 10.3389/fdgth.2022.1063264

4,606 views
5 citations

Original Research

Published on 11 Jan 2023

Fairness in the prediction of acute postoperative pain using machine learning models

in Health Informatics

Anis Davoudi
Ruba Sajdeya
Ron Ison
Jennifer Hagen
Parisa Rashidi
Catherine C. Price
Patrick J. Tighe

Frontiers in Digital Health

doi 10.3389/fdgth.2022.970281

6,608 views
23 citations

Policy and Practice Reviews

Published on 10 Jan 2023

Blockchains as a means to promote privacy protecting, access availing, incentive increasing, ELSI lessening DNA databases

in Health Informatics

Gal Zarchi
Maya Sherman
Omer Gady
Tomer Herzig
Ziv Idan
Dov Greenbaum

Frontiers in Digital Health

doi 10.3389/fdgth.2022.1028249

4,017 views
7 citations

Editorial

Published on 09 Jan 2023

Editorial: Insights in health informatics-2021

in Health Informatics

Daihai He
Salihu S. Musa

Frontiers in Digital Health

doi 10.3389/fdgth.2022.1129054

2,459 views
1 citation

Original Research

Published on 09 Dec 2022

Using apple watch ECG data for heart rate variability monitoring and stress prediction: A pilot study

in Health Informatics

Pedro Elkind Velmovitsky
Paulo Alencar
Scott T. Leatherdale
Donald Cowan
Plinio Pelegrini Morita

Frontiers in Digital Health

doi 10.3389/fdgth.2022.1058826

23,476 views
30 citations

Brief Research Report

Published on 08 Dec 2022

Enhanced neurologic concept recognition using a named entity recognition model based on transformers

in Health Informatics

Sima Azizi
Daniel B. Hier
Donald C. Wunsch II

Frontiers in Digital Health

doi 10.3389/fdgth.2022.1065581

4,633 views
5 citations

Original Research

Published on 06 Dec 2022

Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010–2020

in Health Informatics

Jean Coquet
Alban Zammit
Oualid El Hajouji
Keith Humphreys
Steven M. Asch
Thomas F. Osborne
Catherine M. Curtin
Tina Hernandez-Boussard

Frontiers in Digital Health

doi 10.3389/fdgth.2022.995497

3,120 views
10 citations

Perspective

Published on 28 Nov 2022

It’s time to change our documentation philosophy: writing better neurology notes without the burnout

in Health Informatics

Jorge M. Rodríguez-Fernández
Jeffrey A. Loeb
Daniel B. Hier

Frontiers in Digital Health

doi 10.3389/fdgth.2022.1063141

5,872 views
15 citations

382 articles

articles

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

Learning meaningful latent space representations for patient risk stratification: Model development and validation for dengue and other acute febrile illness

Editorial: Surfacing best practices for AI software development and integration in healthcare

PulseDB: A large, cleaned dataset based on MIMIC-III and VitalDB for benchmarking cuff-less blood pressure estimation methods

The visualization of Orphadata neurology phenotypes

Identifying encephalopathy in patients admitted to an intensive care unit: Going beyond structured information using natural language processing

Subtypes of relapsing-remitting multiple sclerosis identified by network analysis

Fairness in the prediction of acute postoperative pain using machine learning models

Blockchains as a means to promote privacy protecting, access availing, incentive increasing, ELSI lessening DNA databases

Editorial: Insights in health informatics-2021

Using apple watch ECG data for heart rate variability monitoring and stress prediction: A pilot study

Enhanced neurologic concept recognition using a named entity recognition model based on transformers

Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010–2020

It’s time to change our documentation philosophy: writing better neurology notes without the burnout