Frontiers in Big Data | Medicine and Public Health

Brief Research Report

Published on 27 Sep 2021

NPARS—A Novel Approach to Address Accuracy and Reproducibility in Genomic Data Science

in Medicine and Public Health

Li Ma
Erich A. Peterson
Ik Jae Shin
Jason Muesse
Katy Marino
Matthew A. Steliga
Donald J. Johann

Frontiers in Big Data

doi 10.3389/fdata.2021.725095

2,993 views
3 citations

Technology and Code

Published on 16 Sep 2021

Statistical Enrichment Analysis of Samples: A General-Purpose Tool to Annotate Metadata Neighborhoods of Biological Samples

in Medicine and Public Health

Thanh M. Nguyen
Samuel Bharti
Zongliang Yue
Christopher D. Willey
Jake Y. Chen

Frontiers in Big Data

doi 10.3389/fdata.2021.725276

3,856 views
2 citations

Opinion

Published on 30 Aug 2021

Towards Machine-Readable (Meta) Data and the FAIR Value for Artificial Intelligence Exploration of COVID-19 and Cancer Research Data

in Medicine and Public Health

Maria Luiza. M. Campos
Eugênio Silva
Renato Cerceau
Sérgio Manuel Serra da Cruz
Fabricio A. B. Silva
Fábio. C. Gouveia
Rodrigo Jardim
Nelson Kotowski
Giseli Rabello Lopes
Alberto. M. R. Dávila

Frontiers in Big Data

doi 10.3389/fdata.2021.656553

2,485 views

Original Research

Published on 27 Aug 2021

Computer Vision for Continuous Bedside Pharmacological Data Extraction: A Novel Application of Artificial Intelligence for Clinical Data Recording and Biomedical Research

in Medicine and Public Health

Logan Froese
Joshua Dian
Carleen Batson
Alwyn Gomez
Amanjyot Singh Sainbhi
Bertram Unger
Frederick A. Zeiler

Frontiers in Big Data

doi 10.3389/fdata.2021.689358

4,102 views
8 citations

Methods

Published on 20 Aug 2021

Disease Modelling of Cognitive Outcomes and Biomarkers in the European Prevention of Alzheimer’s Dementia Longitudinal Cohort

in Medicine and Public Health

James Howlett
Steven M. Hill
Craig W. Ritchie
Brian D. M. Tom

Frontiers in Big Data

doi 10.3389/fdata.2021.676168

5,387 views
6 citations

Original Research

Published on 05 Aug 2021

A Multi-Study Model-Based Evaluation of the Sequence of Imaging and Clinical Biomarker Changes in Huntington’s Disease

in Medicine and Public Health

Peter A. Wijeratne
Eileanoir B. Johnson
Sarah Gregory
Nellie Georgiou-Karistianis
Jane S. Paulsen
Rachael I. Scahill
Sarah J. Tabrizi
Daniel C. Alexander

Frontiers in Big Data

doi 10.3389/fdata.2021.662200

3,033 views
4 citations

Original Research

Published on 30 Jul 2021

Differences Between MR Brain Region Segmentation Methods: Impact on Single-Subject Analysis

in Medicine and Public Health

W. Huizinga
D. H. J. Poot
E. J. Vinke
F. Wenzel
E. E. Bron
N. Toussaint
C. Ledig
H. Vrooman
M. A. Ikram
W. J. Niessen

Frontiers in Big Data

doi 10.3389/fdata.2021.577164

3,451 views
4 citations

Original Research

Published on 29 Jul 2021

Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data

in Medicine and Public Health

Sajila D. Wickramaratne
Md.Shaad Mahmud

Frontiers in Big Data

doi 10.3389/fdata.2021.659146

15,552 views
40 citations

Brief Research Report

Published on 26 Jul 2021

COVID-19 as a Research Dynamic Transformer: Emerging Cross-Disciplinary and National Characteristics

in Medicine and Public Health

Ryosuke L. Ohniwa
Joji Kijima
Mizuho Fukushige
Osamu Ohneda

Frontiers in Big Data

doi 10.3389/fdata.2021.631073

2,756 views
20 citations

Original Research

Published on 16 Jul 2021

An Integrated Deep Network for Cancer Survival Prediction Using Omics Data

in Medicine and Public Health

Hamid Reza Hassanzadeh
May D. Wang

Frontiers in Big Data

doi 10.3389/fdata.2021.568352

2,859 views
14 citations

Editorial

Published on 12 Jul 2021

Editorial: ML and AI Safety, Effectiveness and Explainability in Healthcare

in Medicine and Public Health

David Benrimoh
Sonia Israel
Robert Fratila
Caitrin Armstrong
Kelly Perlman
Ariel Rosenfeld
Adam Kapelner

Frontiers in Big Data

doi 10.3389/fdata.2021.727856

3,671 views
13 citations

Original Research

Published on 15 Jun 2021

Comprehensive Data Integration Approach to Assess Immune Responses and Correlates of RTS,S/AS01-Mediated Protection From Malaria Infection in Controlled Human Malaria Infection Trials

in Medicine and Public Health

William Chad Young
Lindsay N. Carpp
Sidhartha Chaudhury
Jason A. Regules
Elke S. Bergmann-Leitner
Christian Ockenhouse
Ulrike Wille-Reece
Allan C. deCamp
Ellis Hughes
Celia Mahoney

Frontiers in Big Data

doi 10.3389/fdata.2021.672460

6,894 views
15 citations

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

6,872 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

27,973 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

13,029 views
35 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

15,821 views
49 citations