Frontiers in Big Data | Medicine and Public Health

Perspective

Published on 06 Feb 2023

Fresh takes on five health data sharing domains: Quality, privacy, equity, incentives, and sustainability

in Medicine and Public Health

Christi J. Guerrini
Mary A. Majumder
Jill O. Robinson
Robert Cook-Deegan
Matthew Blank
Juli Bollinger
Janis Geary
Amanda M. Gutierrez
Maya Shrikant
Amy L. McGuire

Frontiers in Big Data

doi 10.3389/fdata.2023.1095119

2,122 views

Review

Published on 01 Feb 2023

Big data in corneal diseases and cataract: Current applications and future directions

in Medicine and Public Health

Darren S. J. Ting
Rashmi Deshmukh
Daniel S. W. Ting
Marcus Ang

Frontiers in Big Data

doi 10.3389/fdata.2023.1017420

7,330 views
25 citations

Methods

Published on 06 Jan 2023

3D bi-directional transformer U-Net for medical image segmentation

in Medicine and Public Health

Xiyao Fu
Zhexian Sun
Haoteng Tang
Eric M. Zou
Heng Huang
Yong Wang
Liang Zhan

Frontiers in Big Data

doi 10.3389/fdata.2022.1080715

11,553 views
10 citations

Original Research

Published on 15 Dec 2022

The effects of long COVID-19, its severity, and the need for immediate attention: Analysis of clinical trials and Twitter data

in Medicine and Public Health

Arinjita Bhattacharyya
Anand Seth
Shesh Rai

Frontiers in Big Data

doi 10.3389/fdata.2022.1051386

2,634 views
8 citations

Brief Research Report

Published on 16 Nov 2022

Representing bacteria with unique genomic signatures

in Medicine and Public Health

Diem-Trang Pham
Vinhthuy Phan

Frontiers in Big Data

doi 10.3389/fdata.2022.1018356

1,398 views

Original Research

Published on 15 Nov 2022

Pharmacogenomics driven decision support prototype with machine learning: A framework for improving patient care

in Medicine and Public Health

Farah Kidwai-Khan
Christopher T. Rentsch
Rebecca Pulk
Charles Alcorn
Cynthia A. Brandt
Amy C. Justice

Frontiers in Big Data

doi 10.3389/fdata.2022.1059088

2,574 views
7 citations

Original Research

Published on 04 Nov 2022

WINNER: A network biology tool for biomolecular characterization and prioritization

in Medicine and Public Health

Thanh Nguyen
Zongliang Yue
Radomir Slominski
Robert Welner
Jianyi Zhang
Jake Y. Chen

Frontiers in Big Data

doi 10.3389/fdata.2022.1016606

2,729 views
3 citations

Original Research

Published on 31 Oct 2022

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets

in Medicine and Public Health

Konstantin Sharafutdinov
Jayesh S. Bhat
Sebastian Johannes Fritsch
Kateryna Nikulina
Moein E. Samadi
Richard Polzin
Hannah Mayer
Gernot Marx
Johannes Bickenbach
Andreas Schuppert

Frontiers in Big Data

doi 10.3389/fdata.2022.603429

3,818 views
7 citations

Methods

Published on 19 Oct 2022

MedGraph: A semantic biomedical information retrieval framework using knowledge graph embedding for PubMed

in Medicine and Public Health

Islam Akef Ebeid

Frontiers in Big Data

doi 10.3389/fdata.2022.965619

4,503 views
5 citations

Original Research

Published on 10 Oct 2022

Imbalanced ECG signal-based heart disease classification using ensemble machine learning technique

in Medicine and Public Health

Adyasha Rath
Debahuti Mishra
Ganapati Panda

Frontiers in Big Data

doi 10.3389/fdata.2022.1021518

5,807 views
26 citations

Original Research

Published on 28 Sep 2022

Application of multiple testing procedures for identifying relevant comorbidities, from a large set, in traumatic brain injury for research applications utilizing big health-administrative data

in Medicine and Public Health

Sayantee Jana
Mitchell Sutton
Tatyana Mollayeva
Vincy Chan
Angela Colantonio
Michael David Escobar

Frontiers in Big Data

doi 10.3389/fdata.2022.793606

1,959 views
3 citations

Opinion

Published on 27 Sep 2022

The ABC recommendations for validation of supervised machine learning results in biomedical sciences

in Medicine and Public Health

Davide Chicco
Giuseppe Jurman

Frontiers in Big Data

doi 10.3389/fdata.2022.979465

2,415 views
10 citations

Original Research

Published on 12 Sep 2022

A novel interpretable machine learning algorithm to identify optimal parameter space for cancer growth

in Medicine and Public Health

Helena Coggan
Helena Andres Terre
Pietro Liò

Frontiers in Big Data

doi 10.3389/fdata.2022.941451

2,075 views

Perspective

Published on 29 Aug 2022

Lessons learned: A neuroimaging research center's transition to open and reproducible science

in Medicine and Public Health

Keith A. Bush
Maegan L. Calvert
Clinton D. Kilts

Frontiers in Big Data

doi 10.3389/fdata.2022.988084

3,040 views
9 citations

Original Research

Published on 17 Aug 2022

A multimodal clinical data resource for personalized risk assessment of sudden unexpected death in epilepsy

in Medicine and Public Health

Xiaojin Li
Shiqiang Tao
Samden D. Lhatoo
Licong Cui
Yan Huang
Johnson P. Hampson
Guo-Qiang Zhang

Frontiers in Big Data

doi 10.3389/fdata.2022.965715

3,297 views
9 citations

Editorial

Published on 19 Jul 2022

Editorial: Big Data and machine learning in cancer theranostics

in Medicine and Public Health

Fabricio Alves Barbosa da Silva
Jack Adam Tuszynski
Helder Nakaya
Channing J. Paller

Frontiers in Big Data

doi 10.3389/fdata.2022.972726

1,767 views