Frontiers in Digital Health | Health Informatics

Original Research

Published on 21 Feb 2022

Predicting Clinical Events Based on Raw Text: From Bag-of-Words to Attention-Based Transformers

in Health Informatics

Dmitri Roussinov
Andrew Conkie
Andrew Patterson
Christopher Sainsbury

Frontiers in Digital Health

doi 10.3389/fdgth.2021.810260

3,055 views
4 citations

Original Research

Published on 16 Feb 2022

Investigation of the Utility of Features in a Clinical De-identification Model: A Demonstration Using EHR Pathology Reports for Advanced NSCLC Patients

in Health Informatics

Tanmoy Paul
Md Kamruz Zaman Rana
Preethi Aishwarya Tautam
Teja Venkat Pavan Kotapati
Yaswitha Jampani
Nitesh Singh
Humayera Islam
Vasanthi Mandhadi
Vishakha Sharma
Michael Barnes

Frontiers in Digital Health

doi 10.3389/fdgth.2022.728922

2,383 views
5 citations

Original Research

Published on 15 Feb 2022

Auto-CORPus: A Natural Language Processing Tool for Standardizing and Reusing Biomedical Literature

in Health Informatics

Tim Beck
Tom Shorter
Yan Hu
Zhuoyu Li
Shujian Sun
Casiana M. Popovici
Nicholas A. R. McQuibban
Filip Makraduli
Cheng S. Yeung
Thomas Rowlands

Frontiers in Digital Health

doi 10.3389/fdgth.2022.788124

6,194 views
9 citations

Original Research

Published on 10 Feb 2022

Pediatric Otoscopy Video Screening With Shift Contrastive Anomaly Detection

in Health Informatics

Weiyao Wang
Aniruddha Tamhane
Christine Santos
John R. Rzasa
James H. Clark
Therese L. Canares
Mathias Unberath

Frontiers in Digital Health

doi 10.3389/fdgth.2021.810427

2,573 views
4 citations

Brief Research Report

Published on 08 Feb 2022

Predicting Pulmonary Function From the Analysis of Voice: A Machine Learning Approach

in Health Informatics

Md. Zahangir Alam
Albino Simonetti
Raffaele Brillantino
Nick Tayler
Chris Grainge
Pandula Siribaddana
S. A. Reza Nouraei
James Batchelor
M. Sohel Rahman
Eliane V. Mancuzo

Frontiers in Digital Health

doi 10.3389/fdgth.2022.750226

7,966 views
23 citations

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

11,158 views
20 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

8,506 views
28 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

9,771 views
31 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

5,627 views
13 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

7,170 views
19 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

2,007 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

3,712 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

3,538 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

3,948 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

3,580 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

953 views
3 citations