Frontiers in Digital Health | Health Informatics

Brief Research Report

Published on 24 Jan 2022

COVID-19 Vaccine Hesitancy: Analysing Twitter to Identify Barriers to Vaccination in a Low Uptake Region of the UK

in Health Informatics

Katherine Lanyi
Rhiannon Green
Dawn Craig
Christopher Marshall

Frontiers in Digital Health

doi 10.3389/fdgth.2021.804855

10,495 views
35 citations

Original Research

Published on 13 Jan 2022

Saving Time for Patient Care by Optimizing Physician Note Templates: A Pilot Study

in Health Informatics

Rana Alissa
Jennifer A. Hipp
Kendall Webb

Frontiers in Digital Health

doi 10.3389/fdgth.2021.772356

8,445 views
17 citations

Original Research

Published on 13 Jan 2022

Using Machine Learning to Predict Mortality for COVID-19 Patients on Day 0 in the ICU

in Health Informatics

Elham Jamshidi
Amirhossein Asgary
Nader Tavakoli
Alireza Zali
Soroush Setareh
Hadi Esmaily
Seyed Hamid Jamaldini
Amir Daaee
Amirhesam Babajani
Mohammad Ali Sendani Kashi

Frontiers in Digital Health

doi 10.3389/fdgth.2021.681608

11,741 views
36 citations

Original Research

Published on 03 Jan 2022

CovNet: A Transfer Learning Framework for Automatic COVID-19 Detection From Crowd-Sourced Cough Sounds

in Health Informatics

Yi Chang
Xin Jing
Zhao Ren
Björn W. Schuller

Frontiers in Digital Health

doi 10.3389/fdgth.2021.799067

8,507 views
27 citations

Editorial

Published on 24 Dec 2021

Editorial: Long-Term Self-Tracking for Life-Long Health and Well-Being

in Health Informatics

Jochen Meyer
Cathal Gurrin
Blaine Price
Judy Kay
Ramesh Jain

Frontiers in Digital Health

doi 10.3389/fdgth.2021.827586

2,636 views
1 citation

Mini Review

Published on 23 Dec 2021

COVID-19 Prognostic Models: A Pro-con Debate for Machine Learning vs. Traditional Statistics

in Health Informatics

Ahmed Al-Hindawi
Ahmed Abdulaal
Timothy M. Rawson
Saleh A. Alqahtani
Nabeela Mughal
Luke S. P. Moore

Frontiers in Digital Health

doi 10.3389/fdgth.2021.637944

4,728 views
5 citations

Original Research

Published on 22 Dec 2021

The Food and Drug Administration Biologics Effectiveness and Safety Initiative Facilitates Detection of Vaccine Administrations From Unstructured Data in Medical Records Through Natural Language Processing

in Health Informatics

Matthew Deady
Hussein Ezzeldin
Kerry Cook
Douglas Billings
Jeno Pizarro
Amalia A. Plotogea
Patrick Saunders-Hastings
Artur Belov
Barbee I. Whitaker
Steven A. Anderson

Frontiers in Digital Health

doi 10.3389/fdgth.2021.777905

4,556 views
9 citations

Original Research

Published on 13 Dec 2021

Development of a Lexicon for Pain

in Health Informatics

Jaya Chaturvedi
Aurelie Mascio
Sumithra U. Velupillai
Angus Roberts

Frontiers in Digital Health

doi 10.3389/fdgth.2021.778305

6,152 views
14 citations

Original Research

Published on 13 Dec 2021

Comparison of Empirical Mode Decomposition, Wavelets, and Different Machine Learning Approaches for Patient-Specific Seizure Detection Using Signal-Derived Empirical Dictionary Approach

in Health Informatics

Muhammad Kaleem
Aziz Guergachi
Sridhar Krishnan

Frontiers in Digital Health

doi 10.3389/fdgth.2021.738996

4,913 views
9 citations

Correction

Published on 08 Dec 2021

Corrigendum: Parents' Perceptions About Future Digital Parental Support—A Phenomenographic Interview Study

in Health Informatics

Caroline Bäckström
Sandi Chamoun
Shazima Tejani
Viveca Larsson

Frontiers in Digital Health

doi 10.3389/fdgth.2021.805357

1,393 views
4 citations

Original Research

Published on 06 Dec 2021

An Automated Dashboard to Improve Laboratory COVID-19 Diagnostics Management

in Health Informatics

Emma Maury
Marc-Olivier Boldi
Gilbert Greub
Valérie Chavez
Katia Jaton
Onya Opota

Frontiers in Digital Health

doi 10.3389/fdgth.2021.773986

6,027 views
7 citations

Original Research

Published on 06 Dec 2021

Listening to Mental Health Crisis Needs at Scale: Using Natural Language Processing to Understand and Evaluate a Mental Health Crisis Text Messaging Service

in Health Informatics

Zhaolu Liu
Robert L. Peach
Emma L. Lawrance
Ariele Noble
Mark A. Ungless
Mauricio Barahona

Frontiers in Digital Health

doi 10.3389/fdgth.2021.779091

10,537 views
19 citations

Brief Research Report

Published on 06 Dec 2021

Effects of Negation and Uncertainty Stratification on Text-Derived Patient Profile Similarity

in Health Informatics

Luke T. Slater
Andreas Karwath
Robert Hoehndorf
Georgios V. Gkoutos

Frontiers in Digital Health

doi 10.3389/fdgth.2021.781227

2,347 views

Brief Research Report

Published on 23 Nov 2021

Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: A GPS-Focused Smartphone Sensing Study

in Health Informatics

Congyu Wu
Hagen Fritz
Melissa Miller
Cameron Craddock
Kerry Kinney
Darla Castelli
David Schnyer

Frontiers in Digital Health

doi 10.3389/fdgth.2021.765972

3,655 views
8 citations

Brief Research Report

Published on 16 Nov 2021

Distinct Circadian Assessments From Wearable Data Reveal Social Distancing Promoted Internal Desynchrony Between Circadian Markers

in Health Informatics

Yitong Huang
Caleb Mayer
Olivia J. Walch
Clark Bowman
Srijan Sen
Cathy Goldstein
Jonathan Tyler
Daniel B. Forger

Frontiers in Digital Health

doi 10.3389/fdgth.2021.727504

5,953 views
12 citations

Review

Published on 12 Nov 2021

Smartphones and Video Cameras: Future Methods for Blood Pressure Measurement

in Health Informatics

Joe Steinman
Andrew Barszczyk
Hong-Shuo Sun
Kang Lee
Zhong-Ping Feng

Frontiers in Digital Health

doi 10.3389/fdgth.2021.770096

21,010 views
20 citations

Original Research

Published on 27 Oct 2021

Parents' Perceptions About Future Digital Parental Support—A Phenomenographic Interview Study

in Health Informatics

Caroline Bäckström
Sandi Chamoun
Shazima Tejani
Viveca Larsson

Frontiers in Digital Health

doi 10.3389/fdgth.2021.729697

4,261 views
7 citations

Editorial

Published on 06 Oct 2021

Editorial: Machine Learning for Non/Less-Invasive Methods in Health Informatics

in Health Informatics

Kun Qian
Liang Zhang
Kezhi Li
Juan Liu

Frontiers in Digital Health

doi 10.3389/fdgth.2021.763109

2,444 views

Original Research

Published on 22 Sep 2021

How to Design a Relevant Corpus for Sleepiness Detection Through Voice?

in Health Informatics

Vincent P. Martin
Jean-Luc Rouas
Jean-Arthur Micoulaud-Franchi
Pierre Philip
Jarek Krajewski

Frontiers in Digital Health

doi 10.3389/fdgth.2021.686068

6,479 views
8 citations

Methods

Published on 08 Sep 2021

On the Annotation of Health Care Pathways to Allow the Application of Care-Plans That Generate Data for Multiple Purposes

in Health Informatics

Martin Ingvar
Mathias C. Blom
Casper Winsnes
Greg Robinson
Lowie Vanfleteren
Stan Huff

Frontiers in Digital Health

doi 10.3389/fdgth.2021.688218

5,112 views
5 citations

Original Research

Published on 07 Sep 2021

A Real-Time Wearable System for Monitoring Vital Signs of COVID-19 Patients in a Hospital Setting

in Health Informatics

Mauro D. Santos
Cristian Roman
Marco A. F. Pimentel
Sarah Vollam
Carlos Areia
Louise Young
Peter Watkinson
Lionel Tarassenko

Frontiers in Digital Health

doi 10.3389/fdgth.2021.630273

18,694 views
37 citations

Original Research

Published on 20 Aug 2021

Use of My Health Record by Clinicians in the Emergency Department: An Analysis of Log Data

in Health Informatics

Alexandra K. Mullins
Heather Morris
Joanne Enticott
Michael Ben-Meir
David Rankin
Kumar Mantripragada
Helen Skouteris

Frontiers in Digital Health

doi 10.3389/fdgth.2021.725300

6,069 views
3 citations

Brief Research Report

Published on 17 Aug 2021

Machine Learning-Based Extraction of Breast Cancer Receptor Status From Bilingual Free-Text Pathology Reports

in Health Informatics

Antoine Pironet
Hélène A. Poirel
Tim Tambuyzer
Harlinde De Schutter
Lien van Walle
Joris Mattheijssens
Kris Henau
Liesbet Van Eycken
Nancy Van Damme

Frontiers in Digital Health

doi 10.3389/fdgth.2021.692077

4,108 views
5 citations

Review

Published on 16 Aug 2021

Past, Present, and Future of Multisensory Wearable Technology to Monitor Sleep and Circadian Rhythms

in Health Informatics

Matthew R. Lujan
Ignacio Perez-Pozuelo
Michael A. Grandner

Frontiers in Digital Health

doi 10.3389/fdgth.2021.721919

37,879 views
103 citations

382 articles

articles

COVID-19 Vaccine Hesitancy: Analysing Twitter to Identify Barriers to Vaccination in a Low Uptake Region of the UK

Saving Time for Patient Care by Optimizing Physician Note Templates: A Pilot Study

Using Machine Learning to Predict Mortality for COVID-19 Patients on Day 0 in the ICU

CovNet: A Transfer Learning Framework for Automatic COVID-19 Detection From Crowd-Sourced Cough Sounds

Editorial: Long-Term Self-Tracking for Life-Long Health and Well-Being

COVID-19 Prognostic Models: A Pro-con Debate for Machine Learning vs. Traditional Statistics

The Food and Drug Administration Biologics Effectiveness and Safety Initiative Facilitates Detection of Vaccine Administrations From Unstructured Data in Medical Records Through Natural Language Processing

Development of a Lexicon for Pain

Comparison of Empirical Mode Decomposition, Wavelets, and Different Machine Learning Approaches for Patient-Specific Seizure Detection Using Signal-Derived Empirical Dictionary Approach

Corrigendum: Parents' Perceptions About Future Digital Parental Support—A Phenomenographic Interview Study

An Automated Dashboard to Improve Laboratory COVID-19 Diagnostics Management

Listening to Mental Health Crisis Needs at Scale: Using Natural Language Processing to Understand and Evaluate a Mental Health Crisis Text Messaging Service

Effects of Negation and Uncertainty Stratification on Text-Derived Patient Profile Similarity

Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: A GPS-Focused Smartphone Sensing Study

Distinct Circadian Assessments From Wearable Data Reveal Social Distancing Promoted Internal Desynchrony Between Circadian Markers

Smartphones and Video Cameras: Future Methods for Blood Pressure Measurement

Parents' Perceptions About Future Digital Parental Support—A Phenomenographic Interview Study

Editorial: Machine Learning for Non/Less-Invasive Methods in Health Informatics

How to Design a Relevant Corpus for Sleepiness Detection Through Voice?

On the Annotation of Health Care Pathways to Allow the Application of Care-Plans That Generate Data for Multiple Purposes

A Real-Time Wearable System for Monitoring Vital Signs of COVID-19 Patients in a Hospital Setting

Use of My Health Record by Clinicians in the Emergency Department: An Analysis of Log Data

Machine Learning-Based Extraction of Breast Cancer Receptor Status From Bilingual Free-Text Pathology Reports

Past, Present, and Future of Multisensory Wearable Technology to Monitor Sleep and Circadian Rhythms