Frontiers in Digital Health | Health Informatics

Original Research

Published on 03 Aug 2021

Detecting Spurious Correlations With Sanity Tests for Artificial Intelligence Guided Radiology Systems

in Health Informatics

Usman Mahmood
Robik Shrestha
David D. B. Bates
Lorenzo Mannelli
Giuseppe Corrias
Yusuf Emre Erdi
Christopher Kanan

Frontiers in Digital Health

doi 10.3389/fdgth.2021.671015

4,584 views
12 citations

Original Research

Published on 26 Jul 2021

Markup: A Web-Based Annotation Tool Powered by Active Learning

in Health Informatics

Samuel Dobbie
Huw Strafford
W. Owen Pickrell
Beata Fonferko-Shadrach
Carys Jones
Ashley Akbari
Simon Thompson
Arron Lacey

Frontiers in Digital Health

doi 10.3389/fdgth.2021.598916

11,020 views
11 citations

Original Research

Published on 26 Jul 2021

Evaluation of Automated Hypnogram Analysis on Multi-Scored Polysomnographies

in Health Informatics

Dries Van der Plas
Johan Verbraecken
Marc Willemen
Wannes Meert
Jesse Davis

Frontiers in Digital Health

doi 10.3389/fdgth.2021.707589

4,690 views
4 citations

Original Research

Published on 26 Jul 2021

Identifying Elevated Risk for Future Pain Crises in Sickle-Cell Disease Using Photoplethysmogram Patterns Measured During Sleep: A Machine Learning Approach

in Health Informatics

Yunhua Ji
Patjanaporn Chalacheva
Carol L. Rosen
Michael R. DeBaun
Thomas D. Coates
Michael C. K. Khoo

Frontiers in Digital Health

doi 10.3389/fdgth.2021.714741

4,156 views
7 citations

Original Research

Published on 15 Jul 2021

Cognitive Impairments in Schizophrenia: A Study in a Large Clinical Sample Using Natural Language Processing

in Health Informatics

Aurelie Mascio
Robert Stewart
Riley Botelle
Marcus Williams
Luwaiza Mirza
Rashmi Patel
Thomas Pollak
Richard Dobson
Angus Roberts

Frontiers in Digital Health

doi 10.3389/fdgth.2021.711941

10,171 views
15 citations

Brief Research Report

Published on 09 Jul 2021

Immune Profile of SARS-CoV-2 Variants of Concern

in Health Informatics

Caterina A. M. La Porta
Stefano Zapperi

Frontiers in Digital Health

doi 10.3389/fdgth.2021.704411

1,840 views
4 citations

Brief Research Report

Published on 08 Jul 2021

Combinatorial Analysis of Phenotypic and Clinical Risk Factors Associated With Hospitalized COVID-19 Patients

in Health Informatics

Sayoni Das
Matthew Pearson
Krystyna Taylor
Veronique Bouchet
Gert Lykke Møller
Taryn O. Hall
Mark Strivens
Kathy T. H. Tzeng
Steve Gardner

Frontiers in Digital Health

doi 10.3389/fdgth.2021.660809

5,024 views
6 citations

Systematic Review

Published on 08 Jul 2021

Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic Review

in Health Informatics

Jaime Martín-Martín
Cristina Roldán-Jiménez
Irene De-Torres
Antonio Muro-Culebras
Adrian Escriche-Escuder
Manuel Gonzalez-Sanchez
María Ruiz-Muñoz
Fermin Mayoral-Cleries
Attila Biró
Wen Tang

Frontiers in Digital Health

doi 10.3389/fdgth.2021.620383

18,218 views
27 citations

Original Research

Published on 02 Jul 2021

Seasonal Sleep Variations and Their Association With Meteorological Factors: A Japanese Population Study Using Large-Scale Body Acceleration Data

in Health Informatics

Li Li
Toru Nakamura
Junichiro Hayano
Yoshiharu Yamamoto

Frontiers in Digital Health

doi 10.3389/fdgth.2021.677043

4,493 views
6 citations

Original Research

Published on 30 Jun 2021

Flex-Printed Ear-EEG Sensors for Adequate Sleep Staging at Home

in Health Informatics

Carlos F. da Silva Souto
Wiebke Pätzold
Karen Insa Wolf
Marina Paul
Ida Matthiesen
Martin G. Bleichner
Stefan Debener

Frontiers in Digital Health

doi 10.3389/fdgth.2021.688122

5,782 views
25 citations

Original Research

Published on 15 Jun 2021

Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients

in Health Informatics

Dorien Huysmans
Pascal Borzée
Bertien Buyse
Dries Testelmans
Sabine Van Huffel
Carolina Varon

Frontiers in Digital Health

doi 10.3389/fdgth.2021.685766

4,862 views
12 citations

Mini Review

Published on 10 Jun 2021

Diagnostic Informatics—The Role of Digital Health in Diagnostic Stewardship and the Achievement of Excellence, Safety, and Value

in Health Informatics

Andrew Georgiou
Julie Li
Rae-Anne Hardie
Nasir Wabe
Andrea R. Horvath
Jeffrey J. Post
Alex Eigenstetter
Robert Lindeman
Que Lam
Tony Badrick

Frontiers in Digital Health

doi 10.3389/fdgth.2021.659652

8,254 views
7 citations

Original Research

Published on 28 May 2021

A Multi-Level Classification Approach for Sleep Stage Prediction With Processed Data Derived From Consumer Wearable Activity Trackers

in Health Informatics

Zilu Liang
Mario Alberto Chapa-Martell

Frontiers in Digital Health

doi 10.3389/fdgth.2021.665946

7,329 views
34 citations

Perspective

Published on 24 May 2021

What Makes for a Successful Digital Health Integrated Program of Work? Lessons Learnt and Recommendations From the Melbourne Children's Campus

in Health Informatics

Danah Hourani
Simone Darling
Eloise Cameron
James Dromey
Louise Crossley
Sanji Kanagalingam
Frank Muscara
Amanda Gwee
Grace Gell
Harriet Hiscock

Frontiers in Digital Health

doi 10.3389/fdgth.2021.661708

8,140 views
8 citations

Original Research

Published on 21 May 2021

Examining Response to Negative Life Events Through Fitness Tracker Data

in Health Informatics

Louis Faust
Keith Feldman
Suwen Lin
Stephen Mattingly
Sidney D'Mello
Nitesh V. Chawla

Frontiers in Digital Health

doi 10.3389/fdgth.2021.659088

8,526 views
2 citations

Original Research

Published on 31 Mar 2021

Remote Digital Measurement of Facial and Vocal Markers of Major Depressive Disorder Severity and Treatment Response: A Pilot Study

in Health Informatics

Anzar Abbas
Colin Sauder
Vijay Yadav
Vidya Koesmahargyo
Allison Aghjayan
Serena Marecki
Miriam Evans
Isaac R. Galatzer-Levy

Frontiers in Digital Health

doi 10.3389/fdgth.2021.610006

6,787 views
28 citations