Frontiers in Big Data | Medicine and Public Health

Original Research

Published on 04 Jun 2021

Development of An Individualized Risk Prediction Model for COVID-19 Using Electronic Health Record Data

in Medicine and Public Health

Tarun Karthik Kumar Mamidi
Thi K. Tran-Nguyen
Ryan L. Melvin
Elizabeth A. Worthey

Frontiers in Big Data

doi 10.3389/fdata.2021.675882

7,316 views
12 citations

Opinion

Published on 01 Jun 2021

Social Media Big Data: The Good, The Bad, and the Ugly (Un)truths

in Medicine and Public Health

Alton M. K. Chew
Dinesh Visva Gunasekeran

Frontiers in Big Data

doi 10.3389/fdata.2021.623794

28,910 views
20 citations

Original Research

Published on 26 May 2021

Interpretability of Machine Learning Solutions in Public Healthcare: The CRISP-ML Approach

in Medicine and Public Health

Inna Kolyshkina
Simeon Simoff

Frontiers in Big Data

doi 10.3389/fdata.2021.660206

14,023 views
44 citations

Original Research

Published on 26 May 2021

Developing an Explainable Machine Learning-Based Personalised Dementia Risk Prediction Model: A Transfer Learning Approach With Ensemble Learning Algorithms

in Medicine and Public Health

Samuel O. Danso
Zhanhang Zeng
Graciela Muniz-Terrera
Craig W. Ritchie

Frontiers in Big Data

doi 10.3389/fdata.2021.613047

16,482 views
54 citations

Original Research

Published on 20 May 2021

Inter-Cohort Validation of SuStaIn Model for Alzheimer’s Disease

in Medicine and Public Health

Damiano Archetti
Alexandra L. Young
Neil P. Oxtoby
Daniel Ferreira
Gustav Mårtensson
Eric Westman
Daniel C. Alexander
Giovanni B. Frisoni
Alberto Redolfi
for Alzheimer’s Disease Neuroimaging Initiative and EuroPOND Consortium

Frontiers in Big Data

doi 10.3389/fdata.2021.661110

9,459 views
24 citations

Original Research

Published on 18 May 2021

Evaluating the Effectiveness of Personalized Medicine With Software

in Medicine and Public Health

Adam Kapelner
Justin Bleich
Alina Levine
Zachary D. Cohen
Robert J. DeRubeis
Richard Berk

Frontiers in Big Data

doi 10.3389/fdata.2021.572532

8,979 views
14 citations

Original Research

Published on 14 May 2021

Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management

in Medicine and Public Health

Jeremy Opie
Maura Bellio
Rachel Williams
Maya Sussman
Petra Voegele
John Welch
Ann Blandford

Frontiers in Big Data

doi 10.3389/fdata.2021.654914

6,479 views
6 citations

Original Research

Published on 13 May 2021

Up-to-the-Minute Privacy Policies via Gossips in Participatory Epidemiological Studies

in Medicine and Public Health

Aakash Sharma
Thomas Bye Nilsen
Katja Pauline Czerwinska
Daria Onitiu
Lars Brenna
Dag Johansen
Håvard D. Johansen

Frontiers in Big Data

doi 10.3389/fdata.2021.624424

3,572 views
3 citations

Original Research

Published on 04 May 2021

Association vs. Prediction: The Impact of Cortical Surface Smoothing and Parcellation on Brain Age

in Medicine and Public Health

Yashar Zeighami
Alan C. Evans

Frontiers in Big Data

doi 10.3389/fdata.2021.637724

3,822 views
11 citations

Study Protocol

Published on 16 Apr 2021

Predicting Admissions From a Paediatric Emergency Department – Protocol for Developing and Validating a Low-Dimensional Machine Learning Prediction Model

in Medicine and Public Health

Fiona Leonard
John Gilligan
Michael J. Barrett

Frontiers in Big Data

doi 10.3389/fdata.2021.643558

5,174 views
2 citations

Review

Published on 09 Mar 2021

Sonographic Diagnosis of COVID-19: A Review of Image Processing for Lung Ultrasound

in Medicine and Public Health

Conor McDermott
Maciej Łącki
Ben Sainsbury
Jessica Henry
Mihail Filippov
Carlos Rossa

Frontiers in Big Data

doi 10.3389/fdata.2021.612561

9,144 views
29 citations

Opinion

Published on 12 Feb 2021

A Policy and Practice Review of Consumer Protections and Their Application to Hospital-Sourced Data Aggregation and Analytics by Third-Party Companies

in Medicine and Public Health

Vasiliki Rahimzadeh

Frontiers in Big Data

doi 10.3389/fdata.2020.603044

5,694 views
4 citations

Original Research

Published on 14 Jan 2021

Identifying Clinical and Genomic Features Associated With Chronic Kidney Disease

in Medicine and Public Health

M. Megan Moreno
Travaughn C. Bain
Melissa S. Moreno
Katherine C. Carroll
Emily R. Cunningham
Zoe Ashton
Roby Poteau
Ersoy Subasi
Michael Lipkowitz
Munevver Mine Subasi

Frontiers in Big Data

doi 10.3389/fdata.2020.528828

4,150 views
1 citation

Original Research

Published on 18 Dec 2020

The Bayesian Additive Regression Trees Formula for Safe Machine Learning-Based Intraocular Lens Predictions

in Medicine and Public Health

Gerald P. Clarke
Adam Kapelner

Frontiers in Big Data

doi 10.3389/fdata.2020.572134

4,751 views
15 citations

Review

Published on 23 Nov 2020

Machine Learning Methods to Predict Acute Respiratory Failure and Acute Respiratory Distress Syndrome

in Medicine and Public Health

An-Kwok Ian Wong
Patricia C. Cheung
Rishikesan Kamaleswaran
Greg S. Martin
Andre L. Holder

Frontiers in Big Data

doi 10.3389/fdata.2020.579774

11,559 views
20 citations

Original Research

Published on 30 Oct 2020

The Human Blood Transcriptome in a Large Population Cohort and Its Relation to Aging and Health

in Medicine and Public Health

Maria Schmidt
Lydia Hopp
Arsen Arakelyan
Holger Kirsten
Christoph Engel
Kerstin Wirkner
Knut Krohn
Ralph Burkhardt
Joachim Thiery
Markus Loeffler

Frontiers in Big Data

doi 10.3389/fdata.2020.548873

14,940 views
28 citations