Frontiers in Digital Health | Health Informatics

Opinion

Published on 26 Jan 2022

Artificial Intelligence and Statistics: Just the Old Wine in New Wineskins?

in Health Informatics

Livia Faes
Dawn A. Sim
Maarten van Smeden
Ulrike Held
Patrick M. Bossuyt
Lucas M. Bachmann

Frontiers in Digital Health

doi 10.3389/fdgth.2022.833912

11,540 views
21 citations

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

8,871 views
29 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

10,154 views
32 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

6,350 views
14 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

7,449 views
21 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

2,114 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

3,873 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

3,688 views
6 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

4,229 views
10 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

3,863 views
7 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

1,011 views
3 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

4,980 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

8,241 views
14 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

1,691 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

2,354 views
6 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

4,754 views
11 citations